{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a9aeb857",
   "metadata": {
    "id": "0qepKYX_1_3Z",
    "papermill": {
     "duration": 0.00583,
     "end_time": "2023-04-11T05:59:50.047558",
     "exception": false,
     "start_time": "2023-04-11T05:59:50.041728",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Importing Modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ce0c541d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:50.059198Z",
     "iopub.status.busy": "2023-04-11T05:59:50.058711Z",
     "iopub.status.idle": "2023-04-11T05:59:51.067898Z",
     "shell.execute_reply": "2023-04-11T05:59:51.066730Z"
    },
    "id": "vKTb-so-1yvc",
    "papermill": {
     "duration": 1.018143,
     "end_time": "2023-04-11T05:59:51.070583",
     "exception": false,
     "start_time": "2023-04-11T05:59:50.052440",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import math\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.signal as sig"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34840355",
   "metadata": {
    "id": "NTbrMnsA-TEw",
    "papermill": {
     "duration": 0.004748,
     "end_time": "2023-04-11T05:59:51.080662",
     "exception": false,
     "start_time": "2023-04-11T05:59:51.075914",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Sinusoidal PWM for 3 Phase Inverter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0cb3700b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:51.091877Z",
     "iopub.status.busy": "2023-04-11T05:59:51.091444Z",
     "iopub.status.idle": "2023-04-11T05:59:51.106907Z",
     "shell.execute_reply": "2023-04-11T05:59:51.105773Z"
    },
    "id": "sGb2uf94-WUl",
    "papermill": {
     "duration": 0.024432,
     "end_time": "2023-04-11T05:59:51.109780",
     "exception": false,
     "start_time": "2023-04-11T05:59:51.085348",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Constants\n",
    "fm = 50\n",
    "fc = 500\n",
    "m = 0.8\n",
    "\n",
    "tran = 50e-3\n",
    "\n",
    "# Transient time\n",
    "t = np.linspace(0, tran, num=10000)\n",
    "\n",
    "# Modulating Signal\n",
    "xa = m * np.sin(2*math.pi*fm*t)\n",
    "xb = m * np.sin(2*math.pi*fm*t - 2*math.pi/3)\n",
    "xc = m * np.sin(2*math.pi*fm*t - 4*math.pi/3)\n",
    "\n",
    "# Carrier Signal\n",
    "x_car = sig.sawtooth(2*math.pi*fc*t, width=0.5)\n",
    "\n",
    "# PWM Phase signal\n",
    "x_pwma = 1. * (xa > x_car)\n",
    "x_pwmb = 1. * (xb > x_car)\n",
    "x_pwmc = 1. * (xc > x_car)\n",
    "\n",
    "# PWM Line signals\n",
    "x_pwmab = x_pwma - x_pwmb\n",
    "x_pwmbc = x_pwmb - x_pwmc\n",
    "x_pwmca = x_pwmc - x_pwma"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "44c8280e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:51.121732Z",
     "iopub.status.busy": "2023-04-11T05:59:51.121340Z",
     "iopub.status.idle": "2023-04-11T05:59:51.424665Z",
     "shell.execute_reply": "2023-04-11T05:59:51.423613Z"
    },
    "id": "RouOVtOZclQ7",
    "outputId": "188a2414-ac98-46a3-9113-e1fddccac962",
    "papermill": {
     "duration": 0.313655,
     "end_time": "2023-04-11T05:59:51.428515",
     "exception": false,
     "start_time": "2023-04-11T05:59:51.114860",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting the modulating signals and carrier\n",
    "plt.plot(t, xa, 'r', t, xb, 'y', t, xc, 'b')\n",
    "plt.plot(t, x_car, 'g')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('voltage')\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a590e1a2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:51.443966Z",
     "iopub.status.busy": "2023-04-11T05:59:51.443351Z",
     "iopub.status.idle": "2023-04-11T05:59:51.836689Z",
     "shell.execute_reply": "2023-04-11T05:59:51.835560Z"
    },
    "id": "VWas1JThchAH",
    "outputId": "2afb0e19-2d6e-45b2-daf2-8ae1c35a70ea",
    "papermill": {
     "duration": 0.40383,
     "end_time": "2023-04-11T05:59:51.839014",
     "exception": false,
     "start_time": "2023-04-11T05:59:51.435184",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting the PWM signals of each phase\n",
    "plt.subplot(3,1,1)\n",
    "plt.plot(t, x_pwma, 'r')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWMa')\n",
    "plt.grid()\n",
    "plt.subplot(3,1,2)\n",
    "plt.plot(t, x_pwmb, 'y')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWMb')\n",
    "plt.grid()\n",
    "plt.subplot(3,1,3)\n",
    "plt.plot(t, x_pwmc, 'b')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWMc')\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "99ff8fd6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:51.856489Z",
     "iopub.status.busy": "2023-04-11T05:59:51.856064Z",
     "iopub.status.idle": "2023-04-11T05:59:52.260573Z",
     "shell.execute_reply": "2023-04-11T05:59:52.259141Z"
    },
    "id": "sMAqMOktc813",
    "outputId": "7e25d426-9781-45b0-ad71-521146897669",
    "papermill": {
     "duration": 0.416863,
     "end_time": "2023-04-11T05:59:52.263650",
     "exception": false,
     "start_time": "2023-04-11T05:59:51.846787",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting PWM Line Signals\n",
    "plt.subplot(3,1,1)\n",
    "plt.plot(t, x_pwmab, 'r')\n",
    "plt.plot(t, xa - xb, 'g')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWM_ab')\n",
    "plt.grid()\n",
    "plt.subplot(3,1,2)\n",
    "plt.plot(t, x_pwmbc, 'y')\n",
    "plt.plot(t, xb - xc, 'g')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWM_bc')\n",
    "plt.grid()\n",
    "plt.subplot(3,1,3)\n",
    "plt.plot(t, x_pwmca, 'b')\n",
    "plt.plot(t, xc - xa, 'g')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWM_ca')\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "993d9516",
   "metadata": {
    "id": "s8pQkDq44BFA",
    "papermill": {
     "duration": 0.008331,
     "end_time": "2023-04-11T05:59:52.280804",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.272473",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Space Vector PWM for 3Phase Inveter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "98dd56a2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:52.300771Z",
     "iopub.status.busy": "2023-04-11T05:59:52.300313Z",
     "iopub.status.idle": "2023-04-11T05:59:52.306718Z",
     "shell.execute_reply": "2023-04-11T05:59:52.305286Z"
    },
    "id": "HF1cE7rg2pCL",
    "outputId": "b167dd1c-91d4-4bcc-ae8a-2d99d1587cac",
    "papermill": {
     "duration": 0.019631,
     "end_time": "2023-04-11T05:59:52.309406",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.289775",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hello 3phase Inverter\n"
     ]
    }
   ],
   "source": [
    "print('Hello 3phase Inverter')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca36d6f0",
   "metadata": {
    "id": "cXq0pSfW4Vi5",
    "papermill": {
     "duration": 0.008641,
     "end_time": "2023-04-11T05:59:52.326922",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.318281",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Modulating Signal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f5c50bc8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:52.347095Z",
     "iopub.status.busy": "2023-04-11T05:59:52.346075Z",
     "iopub.status.idle": "2023-04-11T05:59:52.837597Z",
     "shell.execute_reply": "2023-04-11T05:59:52.836446Z"
    },
    "id": "U9eRBgyV4YOc",
    "outputId": "393db722-8244-4862-f977-ace7e668f97b",
    "papermill": {
     "duration": 0.504371,
     "end_time": "2023-04-11T05:59:52.840199",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.335828",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Constants\n",
    "fs = 50\n",
    "\n",
    "tran = 50e-3\n",
    "\n",
    "\n",
    "# Transient time\n",
    "t = np.linspace(0, tran, num=10000)\n",
    "theta = 360*fs*t\n",
    "\n",
    "\n",
    "# Functions\n",
    "xa = np.sin(2*math.pi*fs*t)\n",
    "xb = np.sin(2*math.pi*fs*t - (2*math.pi/3))\n",
    "xc = np.sin(2*math.pi*fs*t - (4*math.pi/3))\n",
    "\n",
    "x_3 = 0.2 * np.sin(2*math.pi*3*fs*t)\n",
    "\n",
    "\n",
    "# Plotting\n",
    "plt.plot(t, xa, 'r')\n",
    "plt.plot(t, xb, 'y')\n",
    "plt.plot(t, xc, 'b')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('voltage')\n",
    "plt.grid()\n",
    "plt.show()\n",
    "\n",
    "plt.plot(theta, xa, 'r')\n",
    "plt.plot(theta, xb, 'y')\n",
    "plt.plot(theta, xc, 'b')\n",
    "plt.xlim(0, 360)\n",
    "plt.xlabel('wt')\n",
    "plt.ylabel('voltage')\n",
    "plt.grid()\n",
    "plt.show()\n",
    "\n",
    "# plt.plot(t, x_3, 'r')\n",
    "# plt.plot(t, xa+x_3, 'b')\n",
    "# plt.xlabel('time')\n",
    "# plt.ylabel('voltage')\n",
    "# plt.grid()\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66b04b36",
   "metadata": {
    "id": "GTHWeEssl7XC",
    "papermill": {
     "duration": 0.010408,
     "end_time": "2023-04-11T05:59:52.861498",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.851090",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## SVPWM Switching Duration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "006f72b5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:52.885884Z",
     "iopub.status.busy": "2023-04-11T05:59:52.884658Z",
     "iopub.status.idle": "2023-04-11T05:59:52.892834Z",
     "shell.execute_reply": "2023-04-11T05:59:52.891887Z"
    },
    "id": "7WTFJJmtmAMY",
    "papermill": {
     "duration": 0.022802,
     "end_time": "2023-04-11T05:59:52.895148",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.872346",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def digital_sig(arry, no_rep):\n",
    "    sig = np.tile(arry, no_rep)\n",
    "    \n",
    "    #Signal for Python Plotting\n",
    "    sig_py = np.append([0], sig)\n",
    "\n",
    "    return(sig_py)\n",
    "\n",
    "\n",
    "# Signals\n",
    "rep = 2\n",
    "period = 1\n",
    "\n",
    "A = digital_sig([0, 1, 1, 1, 1, 1, 1, 0], rep)\n",
    "B = digital_sig([0, 0, 1, 1, 1, 1, 0, 0], rep)\n",
    "C = digital_sig([0, 0, 0, 1, 1, 0, 0, 0], rep)\n",
    "\n",
    "t = np.linspace(0, rep*period, num=len(A))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "284e01b3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:52.920495Z",
     "iopub.status.busy": "2023-04-11T05:59:52.919234Z",
     "iopub.status.idle": "2023-04-11T05:59:53.319960Z",
     "shell.execute_reply": "2023-04-11T05:59:53.318516Z"
    },
    "id": "6YeQkZnRxIsS",
    "outputId": "ff900c24-9e9b-4a64-daf7-09c3ece12c64",
    "papermill": {
     "duration": 0.416209,
     "end_time": "2023-04-11T05:59:53.322704",
     "exception": false,
     "start_time": "2023-04-11T05:59:52.906495",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting\n",
    "plt.subplot(3,1,1)\n",
    "plt.step(t, A, 'r')\n",
    "plt.xlabel('time (ms)')\n",
    "plt.ylabel('A')\n",
    "plt.grid()\n",
    "\n",
    "plt.subplot(3,1,2)\n",
    "plt.step(t, B, 'y')\n",
    "plt.xlabel('time (ms)')\n",
    "plt.ylabel('B')\n",
    "plt.grid()\n",
    "\n",
    "plt.subplot(3,1,3)\n",
    "plt.step(t, C, 'b')\n",
    "plt.xlabel('time (ms)')\n",
    "plt.ylabel('C')\n",
    "plt.grid()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aad09e37",
   "metadata": {
    "id": "2IVzj82J1jOj",
    "papermill": {
     "duration": 0.010942,
     "end_time": "2023-04-11T05:59:53.345021",
     "exception": false,
     "start_time": "2023-04-11T05:59:53.334079",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## SVPWM Gate Switching"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "82b587c9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:53.372204Z",
     "iopub.status.busy": "2023-04-11T05:59:53.371445Z",
     "iopub.status.idle": "2023-04-11T05:59:53.381504Z",
     "shell.execute_reply": "2023-04-11T05:59:53.380405Z"
    },
    "id": "MFmT5k3z1i08",
    "papermill": {
     "duration": 0.026283,
     "end_time": "2023-04-11T05:59:53.384315",
     "exception": false,
     "start_time": "2023-04-11T05:59:53.358032",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Constants\n",
    "fm = 50\n",
    "fc = 500\n",
    "m = 0.8\n",
    "\n",
    "tran = 50e-3\n",
    "\n",
    "# Transient time\n",
    "t = np.linspace(0, tran, num=10000)\n",
    "\n",
    "# Modulating Signal\n",
    "xalpha = m * np.sin(2*math.pi*fm*t)\n",
    "xbeta = m * np.sin(2*math.pi*fm*t + math.pi/2)\n",
    "\n",
    "# Carrier Signal\n",
    "xc = sig.sawtooth(2*math.pi*fc*t, width=0.5)\n",
    "\n",
    "# PWM signal\n",
    "x_pwma = xalpha < xc\n",
    "x_pwmb = xbeta < xc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "73412f58",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:53.408624Z",
     "iopub.status.busy": "2023-04-11T05:59:53.408177Z",
     "iopub.status.idle": "2023-04-11T05:59:53.606811Z",
     "shell.execute_reply": "2023-04-11T05:59:53.604563Z"
    },
    "id": "ge8RGFBoxMW7",
    "outputId": "d84df444-a170-4b80-d68b-94f26b121a00",
    "papermill": {
     "duration": 0.217893,
     "end_time": "2023-04-11T05:59:53.613279",
     "exception": false,
     "start_time": "2023-04-11T05:59:53.395386",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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0nMCCb5rQ4cwm3Z4ecixhHGQCYE5qTsixRMFKAmBWaha5abkhxxIF+W82yzVBbn41S/Pl9XkDWmhTNYAW0ELqQVL4MhlW0HRY0exoJgf5s0i0n1F9Pwb5sURBaocm6U1ITzFZ6JAt+GYJHdmp2QHN159Z6/RnFwCl70t1pAZ9vhLcDlXuqoD5tWlKneYrwf1BXs4oMFcmWOskT8FiptVID5LCl8mwotbJEr4UZvq+1XHw+X0hNQ4TwqHudzfPaG5axGPIQpeaNHXlpOWQYU+aHa3yLMwSAKXfbOa4kL7Pho08Z14Ir0RzcNgcgQCMRD8LeQUMM9cMPUgKXyZCHsJtBa2TFQRASfNV662l1ltrCodW2a0aHEsU5IuMaQtdrWyhM1nrZAkBMGl2FBwsIHTIBUAzI08D48KksZmdmh2IdrRCO5g1NsHcyHA9SApfJkLeYc1ydpf7EEgCYKW7MuHlQ6TBJKUWAPMGdG5ablDw+RMudPLJNSkAQnaaBcyOTvOFDjOfRTitk1kaH1M3RjJzfGBDYNazSDP/WWQ5s8hLzws51liQFL5MhDRonHZniA9BIv2M5CHckgAIiXd4l4f1O23mJDlNCh0CVhAAw2k6zFzoTDc7WmChS2qdrGN2zErNMm1DIO8PpgnjFpir9SIpfJmIkIm1rhN7/d6Elg+RD5rmmc2DGcUT2JHl5ldLLHQWmFz/7AJgiMO9Wc+izolYbnY0TetkYuCBVbVOlticmfgsTDeFp5ofiSzflDQ2zVeK2QT+SHj+eTvHHgsnnADdu0OTJtHPlw+kLGdW8LirPBBlFm/IF3u7zU5Oag6lrtLEdGSfD7ZsoebXn7hjCRxVCU0rnubhZR72OMHZ+mvo54ETT4SU+HZVufn1Ty90WE0ANMvBOlyer0QLHe7gs/D6vSHHEgWtWievFzZvhvXrYds2KC2FsjI7e/Z0Zf16O8cdB127ivnS6YzBIZwAaKYWMtG+TpWVsG4dzQpn8vdFcHLaIbrav6e2AmiyF46bLRqyQwew2eJKxaraWKn8lxSoZHU0DpaNBP/5jyPw2maDXr1g8GAYMQJ69mw4JuQdyGF3kOnMpMpdRXltOS2zWiaEs3xSAzGgSl2l8ZvYiovh66/hm2+gsBDKysgGXpI+X/As46XXcx4EHoSsLOjfHy67TPy1aRPuzrpQ5a7CjzD3WkboSAqAlngWWc4s07SxcgFQyvdmpkY4lqajtBQ+/xwKCuD778VwD4UDOIFp04JHsrLgrLNg6FC46io46qj611jDzJRwDeDGjfDxx2Ke/Pln8HjoB/QDYCewk9MAKIEvLxTXtGsH550n5sn8fEhNNZxWuOjXylrhJyxZTuKNcBph6XjTjKYJ4aAXSeHLQFx9tY9Dh2DdOti9G5YvF39PPQUnnQS33w7XXw/pdUot+cQKoiNVuasSutDJFzn5f8MnlWXL4KWXYNo0qJEV6U1Lo7pbZ76pXUtZXhrXn3YLH/36Lo7SEoakdKX51n1QVgbffSf+7rgDhg2DcePg3HMN2+VJv9eGjUxnpilChzzC01T/mnCpBcwUAE3O65STFjTxJFzrJHsWAeHLglrIlSvhmWeE4CUf3hkZQiHTpQs0awbp6V42bNhJXl5Htm2zs369ENhmzRJ/48cLIezee+Gcc4LD2xIpNxJhdvR64dNPxVz500+hnx11FLva5fK9dzNHtelCe8cx/FhUSKsqG5fYumHbtEksPO+9J/6aNYPrroN77oH27Q2jGG5sSuW/pHaJN+RjM9WRSqojlVpvLRW1FY1G+Er6fBmIl17yMmcO7NoFe/fC1Klw5ZWQlgZr1sCtt0KnTvDCC+B2h06s8v+JXOjCCYBg4MS2ahVccgn07Qvvvitm5pNPhocfhqVLobyc376ZzPDh8Pjw1viefppn/3oM11wBBVMehCNHYPVqePpp6NcP/H6hOTvvPDjjDFi0yBCaUjtkpWZht9lNeRbyNs9OzTZFpe/z+wLBFmb6U1gqt1RqsrwQhH8Wq1bBX/4itPwffCCGd7du8OijsHix2DctXy72XK+9Bv/7n4+bb17Ne+95+flnMbxXrYJnn4XTThOyxzffwMCBMGAA/PBDKAfLpNww+ln4fGLB6NYNrr5aCF52u5BE33wTtm6F/fuZ8tworr8MvrjlHFbfeD23XAyXjfBTu2o5lJQILdn48cI6cOQIPP88HHssjBkjFiUDEJJ8OCUj6CecyHUr0trZiJzuk8JXnNCmDVx7LXzyCRQVwcSJYvNRVAR33w09esDSBU2AUJMfJHZyjZsAWFoqVH29esH06WIiufZaMSOvWgWPPAKnngpOZwMBMGDiqS0Hh0MIa/fdJ679/Xe45RaxpV68WNgr/vpX2LNHF135xCr/n9BnIStgnOpINUUAlJtfQ5y8TXSwNlsAzErNCu2TieRgtTxfdf2hrDiFO+6A3r1h5kwxvK+6CpYsgbVr4aGHxF4plqum3S7mwvHjxbXr14tNalqasLSdey4MHw7796YBFjE7yp6Fy+vC7XXru/GKFWIeGzkSNm0SGqtHHxVarIICGDtW7NoJFXwkbWyAW2YmDBokJNldu8SDOfdc8Hhg0iQ4/nh44gmo1Zc/UW5+tdlspmjo5Rsj+f/G5HSfFL4SgCZNhJVsyxZ44w1o2VJMMi/d+ReY/ibpPuHfZYamo4HQYYQAOH26sDW8+qrQVI0YIYSmqVPFjFzPVFhfAIyav6ZbN7GF3rIFbr5ZCGdffimc8t9+W3yfBsgnVvl/U5+FiQKgZH41Y6GTm1+tUF4oJzWHdIdJ0Y5W0gBKQsemC9n31He88opQ2Fx5pZjPPvpIaK/0eAJ07Sqmje3bhRBmtwsr3Nz7JsKK68h2BvtDouuehnsW8uOq4XbDgw8Kq8BPPwnnt//8R/z4hx4K69sq5+CwOchIiaCRdTiEz9e8eeLe/foJp/0HHxQP6bfftHEmdGME5q5bZlqN9KLRCV+vvvoqnTp1Ij09nT59+rBw4cKI515//fXYbLYGfyeeeGLgnClTpoQ9p0buuGAQnE646SbhR3nnnYDNB8vHMvOe/7B0qbXMjpoGksslpMxLLhEqvi5dhNftxx+LWTUC6gsdivLXtGkDr78unE1OO01o2saOFStBaalq6lYYzFYSALNTs7HZbKYIgPXNr2YIHT6/L6RfWiL9iclmR6cvh/8+eDR88C3+ilZ06+Zn7lyh3e/SxdjvbN1aCGErVohYG29NFnw9hZfvOw9vVdDBWl5nMN6QPwunw0maIy3kuCps2iTcJp54QkiwI0bAhg3wwAOQkxPxsgZzhJLx2b8//PgjvP8+NG8uLA99+wqTpIbNaiRriRkWm/pKg6TZMU6YNm0ad999Nw8++CArVqzgrLPOYujQoezcuTPs+S+88AL79u0L/O3atYtmzZpx5ZVXhpyXm5sbct6+fftIT08Pe08j0KQJvPgiXPHf1yBvO2X7W3DWWXDop4sBcxa6bKdOoWP3bjGZvPiieH/PPcJXa+DAmJdGNTvGwkkniZ3dM88I6fbzz6FPHzHBqEBENXYCHawTFvwQBREFQBM2BGmONJwOpykCYJW7KvA6OzU7aXYsa8O4Eb2Y8madxuf0ify4pIbzzovvd/foAQsXwlGXPAf2WpZ814ZzzkjHdlBsoE3dqGodG7NmCeHnl1+gaVOh2vv4Yzj66JiXRpyvY/VLux3+9jfhfHzxxcL0OH68OFZVFf3aemgwV5owR0TSviXNjnHCc889x+jRoxkzZgzdunVj4sSJtG/fntdeey3s+Xl5ebRu3Trw9+uvv1JcXMwNN9wQcp7NZgs5r3Xr1on4OTQ5YSXc2oNuZ66nthZ+efVWKHiB0moTdhB6OvHy5XD66SKisVkzmDEDnnsuGNYZA/WFDsnEo3gwOxwiPGrRIpHnZssWOPNMMckphJWEDjPNjkkBkJDvstvsZKRkmJJN3OVx4fYJfyK5BtAQPyMVKNnSGd76hbUrM2nWzA/XXghD78FtT8zzcDgg/dwXYEw/Wh/tYtMmG/63FsOGi6zhH6t0bPj9wvn3ootEJMKZZ4oN6hVXKOcgRVymadQ6tW4tApZefFE07Icfik2zCp/Z+nOEGWZHKwSr6UWjSTVRW1vLsmXLuP/++0OODxkyhJ/qh+RGwKRJkxg0aBAdO3YMOV5RUUHHjh3xer307NmTxx9/nF69ekW8j8vlwuUKZqEvKysDwO1243YrnxTLXGWQXs6NTxRQ/l0XHnvMAUvvYupDq7m7wE1amuJbaUZptTDRZTgycLvdAR+C0ppSRb/F9u23OK6+GltVFf5u3fB8/TUcc4zwZ1CIkuoSALJSsgSHOi1DmatMVXvSqxcsXYrjqquwz5+P/y9/wfvKK/hvvDHmpVI7ZKZk4na7QwRAVRx0oLhaJEXKdmaHcCirUdkOEDhf7XXFVaEcpGdR4apIWDuUVJWEcEiziYFQXpu4Z3Gk8gggFhaPxxNsh9oKXLWuhOQzkp4FQJotDZ89WG+1uLI4ISH1s2f7qXlrNngy6dLVzfSvoM8XC6lyizZqmqqOg9Z+We4qh7Y7+XjWFh6+4wR++CEHPv6KqX128NBdiekTFS4hdGTYxVwpaZ9Kqkpi/x6fD/t99+F4+WXx9oYb8L70ksjDpXbNgEBRbSk5d3FVsbo2veUWbN27i7l75Ur8Z5yB55tvorqH1OcgrRmZTsGltFrZmmEEympCOUjtoHTdkiNRnOuj0Qhfhw4dwuv10qpVq5DjrVq1oqioKOb1+/bt49tvv+XDDz8MOX7CCScwZcoUTj75ZMrKynjhhRc444wzWLVqFV0iODI8+eSTPProow2Oz5s3j8zMTMW/aevurQDs2LSNQb2/od+YLfw8+Q42LOzBmWce4P77fyEjw6P4flqwYccGAPZs20NBZQG7D+wGYOP2jRQUFES9ts3ixfR95hlsXi8HTjmFX/7+dzy//y6c61Xgtz3C+XP/rv0UFhYGFrqtu7fG5BAOtttvpxfQfv58Um65hTVLlrDlkkuiXrOsaBkAxfuLKSgoYGPpRgB27d+liYMWLDm0BIDyI+UUFBSwtmItAPuL92vmUFhYqOr8hcXCh9JV7qKgoIDt1dsBOFxxOGHtsLJ8JQB+l5+CggIO1x4GoLymnJkzZ2KLcwZvgC1VWwBI8aVQWFgYEln25TdfBjRh8cR+134AUm2pzJk1R/CxpeDxe5g+ezotU+ObiPmnn9rw7HN9wJMKx83igX9XsWGDg1R/KlVUMev7WXTK6KTp3mr6pd/vDyy2m9ct5s47N/NLuYuq5Vfyf/cdx+41a7j00i2aeKjBofJDAKxcupKS30rwVIm5+YfFP+BaF6UknNdLz1dfpePcuQCsueEGtgwbJvIWqkTREbHWrV+9npNzTsZVJr73x19+JH2releZjP/7PwY8+ijZO3bgO+MMfn7oIUo6d456zf4jol+uXbEW2yYb5YeEtmnpyqW03psYq9Gu/bsA2PjbRgp2FXB4n5gjVqxdQcERdfNUlUqzq1FoNMKXhPoTr9/vVzQZT5kyhSZNmnDppZeGHO/Xrx/9+vULvD/jjDPo3bs3L730Ei9K/kv1MGHCBMaPD+Rhp6ysjPbt2zNw4ECaN2+u+Lc8N/U5KIP+ffqT3z2ftU2f5mdXPimffsOqVUfx8stD+eYbL1lZse+lFe989g4Uw6k9TiW/dz77Vuzjnb3vkNMih/z8/IjX2aZNw1EnePmGD6fpO+8wJFaNkAiYXjAdDsIp3U5h8GmD+elTocnMbJIZlUNUDBuG91//wvH005z0zjt069IF3333RTx94fcLoQi6H9ed/EH5pG9L58ltT+LIdGjnoBJrF6+F3dClQxfy8/NpU9SGBzc/iN/pV83B7XZTWFjI4MGDcap4LkUri2AHdGzTkfz8fLaXbOfuDXdTS23C2sG13gVboE3zNuTn51NaUwq/gxcv519wfkJKby3YsQA2QovcFgwePJg5c+Zgt9nx+X0MGDggpAh9vLDmwBpYB3kZeYG2z92Qy5HqI5x6xql0b9k9bt/9wQc2nnnGgc9ng+6fYL/8Oq65shSbzUaLHS0oKS6h52k9OaP9Garuq6VfujwuvKtEVOMlF15CXnoe3Q4NYNl72+GnvzNlykl06dKNv//dF/1GOlG7VkTgXnjehRzb9Fhe+egV1m9bT5eTu5B/coSx4fHgGDUK+9y5+O12vG+9RdeRI4mtXwqPO7feCTVw7oBzOfzbYY5pewzLNyznuG7Hkd9X4/i86CJ8w4aRtnw5Zz/+OJ7Zs0UOkQjwb/GDCwadNYjebXrzTcE3LCheQPvO7ck/MzFzxIN7HoQqOKf/OZzf6XwWzVvEt4e+pXWH1uQPVsfh8OHDcWIZHY1G+GrRogUOh6OBluvAgQMNtGH14ff7mTx5MiNHjiQ1RrkFu93OqaeeyqZNmyKek5aWRloYm6DT6VS10EnO3E0zm+J0OmmS0QSOm8tZ/36E5f/7Lz/+aOeKK+zMmCHSWsUDVR4h9edl5OF0OsnLyANEFFHE3/LppyJzss8H112HfdIk7A6HZg5SxFKTjCY4nc6gicddoao9G+Cpp0Tum0cfxfHAAzgcDvjHP8KeGmiHdNEOTbOaBrjp4qAC1Z5qAHLTcwWHTMGhvLZcMwe1fbJ+OzTLahbgZnPYElI3rcYnIo0D7eAImrZcfhc5zsjRYEah2ieeRU5aDk6nM5DPqMxVRo2vJiF9QmoHiQMIM+iR6iNx5fDllzB6tBjef72mlC86X01ORk5g7pT8jfRwUNMvS93B6OWmWU1x2B3kZeTCkH8wvM9gPnmpJw8+6CAry8G4cZroxITX5w0EYTTLaobT6SQ3PReAGm+EdvD5RHLTzz4DpxPbxx+T8te/6uIh+To1yWzCYQ4H0254qrT3h6OPhvnzIT8f26JFOKUUFT16ROXQNKtpyJqhi4NKSGtGYO1Mb6KZQ6I410ejcbhPTU2lT58+DdTVhYWFDBgwIOq1P/zwA5s3b2b06NExv8fv97Ny5UraxKF+YH3Iy1VA0HHR2WEFs2ZBdjbMnSv8MXXmxYvMIULIbkQHzu++E8lSfT4xQ0+eLBw3daCBw320PF9qYLOJZK6PPSbe//OfItlgGEQKPDDF0TzMs/BrzF+mFpEc7uWfxRv1Aw+kuqfyz+KN+ulPIBhhlrB2qOdUDPEPqZ8zRyRL9flEKbT7n9oMdl9I/bxER11K35ORkoHDLuYaqU3Ov24pDz8szrv7bpEMPh6Qp7RQFAji9wtC770n5sdPPxXJoHXA7/dHdHbX3SdzckRS1tNPF5nxBw0SydtUcDAjICaZ4T5BGD9+PG+//TaTJ09m3bp13HPPPezcuZNbbrkFEObAUaNGNbhu0qRJnH766Zx00kkNPnv00UeZPXs2W7duZeXKlYwePZqVK1cG7hlP1A+XlUeu9OsnxkJGhkhyfPPNmvOHRkUkATBsJ/71V1Gw1e0W+bTeeEOEMOvlUE/oMDyy7N//FoIXiERrM2Y0OMUSeb4i5FyT6qYlhEO9Z5GWkobTLnaGiRI66j8L+etETa71n0UIBzMFwDjmVFqyRAzv2lq4/HJ46y2o9CReAKyP+vMkhC74Dz8cHN633hp2eOuG9MwdNkcgv5ckjIdth0cfFfUZbTZRVi2Gz6kSuLwuPD7hZyb9/qzUrMgc1CI3V0SI9+4NBw+K0kb794ecUu2pxuf3hXAI9MkEpuWJFBGdTDURJ4wYMYKJEyfy2GOP0bNnTxYsWEBBQUEgenHfvn0Ncn6Vlpby+eefR9R6lZSUcNNNN9GtWzeGDBnCnj17WLBgAaeddlrcf0/ERHF1A/3ss0XaKocDpkyB//s/4zlEEwBDsHWrGIwVFXD++SJhn06Nl4T6AmBccio9+WTQVDp8uChNFIZD/Wfh9rkD2dbjDWnyktoh05mJDeHPaKbQkehUD/XHhfy1mVonKwiA8dIy7Ngh6tVXVcGQIaJOY0pK4gXAcAirAZRtEm02MbzHjhXD+6qrxD7RSMjnScnHOOKCP3WqEL4AXn5ZWAoMgPyZS9F9hmvomzQRAthxx4lM+xdfHJIHTP5bJcEv0fODvAJGUvOVQNx2221s374dl8vFsmXLOPvsswOfTZkyhfnz54ecn5eXR1VVFWPHjg17v+eff54dO3bgcrk4cOAAs2fPpn///vH8CUBoAeNoHWjoUHjlFfH6oYeEzGMkYgmA4k252LkdOiR2RV9+iZF5MOoLgFKKBUPLh9hsYit/0UWi+u9ll4nEsHWIlDcGEm9ekZ6FGXXT6guA8td/JgEwnNDxRxUAy8vFGnvggHDz+eyz4PBOpAAYCUoEQJtNzJMXXCBkhb/8RcgORiHahiCkHX78UbhjANx/P9x2m2EcpN+a6cwMmF/j0idbthTmlmbNRCLYa64RFc8J/tYsZ1Yg3UrC5yjZ9yRrOyahGiEFjGMkOL355qCf+JgxsHSpcTyi2c79fr/YSo4cKTIjt24t6jZGKX+hiUN9s6M9GF1gaPkQp1Nkkj75ZKFOv/RSqBaO1fUFwBR7SiCqzhKLrUkCoPz1n9LsKF/w08w3OxptXvF6xdr622/QqpUw2cmHdyytUyKgVBh3OkWpox49gsPbqCwC9edJ+etAO2zbFrTbXnaZqNNoIMIJgAGzo9F98vjjRTLWtDTxv06TF9UEnGAztFQBQ86nMSVZTQpfJqF+Bm2I3oGefFJMJrW1wgH/4EH9HGq9tYEM2vUFQJ/fR42nBh5+ODgIv/pKUQkMtag/sTltThw2R8hnhiE7W/ye5s1FRv4xY8Dvjyp0mOrbkmBfBksIgBYwO4YVAKP5+MQBUfukQc/i0Ufhm29EMYqvvxYFIuRoDGZHOXJzxe9p2VJUGLvlFmN8ZWOOzepqIXAdPCisA++/b4g/rBzRtJBxeRZnnimsBQCPPw4zZlhjflAiCDcCJIUvk1C/gLH0GsKXD7Hbhd/X8cfDrl1w9dXg0Zl/VT5YpO+WdlIArulfBB3N3nxTRMIYDJ/fF9BuSZOKzWaLr9DRqZOwraSkiPIaL70UXdtiAa3Tn1EANNPZPRyHP5rZcdas4PB+++3wwztsnzTL4V6hANi+PUybJubM998XBbr1IqrZsbYc7rxTSHstWwopNg7JGU3RCI8cCXfcIV7/7W94N4gIyHhqY2PBCmPTCCSFL5MQbjDHCuvPy4MvvhDjeu5cEcSnB9J3pKekB/I32W12spxZtCuFnLF1g+7OOyFMFKkRkPzeIMGmjXPPhWefBcD/97/TZbvIoG2m0JEUAAXCtUPCTV3R0jwk2uwYh0Vm1y5RU9nvF9qhSD7hVtJ0qBEABw6E//1PvL777gbxNZo5hGuHc+fvEClsbDaxmWvXTt+XReKg1O/MaDz7rKj/WFZGz9sfI6PWGmbHcM+iorYiEI1pdSSFL5MQrgOlOlJJdYhEhpE68oknitRaAP/9r6YKFQGEG8wATVOy+egzcBSXQJ8+8PTT2r8kBqR2kJtfIRjNE1fB58474bLLsNXW8uE0L7k14YXhRC/4SQEw8mKb6HYI8a9JRJ+UIexia4DWqbZWBPwePiyG9/PPRz43ngKgUkQ1O0bpk+PHi9/p8Qi/ttLSiKfGRCSN8En74YGP6gJ3HnlE5MeKE6KlP4nrs0hNFXnKWrcmb9Munp0TWfBJRD7CaPMDkLC0PHqRFL5MQriBBMomtuHDxW4VhEJKq/9XuN0cwIOFLs7cBZ6cLKG/j2OFb/kCIy8TlRAtg80Gkybh7diB44rhzRmQ5QzW5kzkIiPPoG2m1skKKn1LaVvCOXkn2Ocr0kKnFQ8/DD//LLIKfPqp8PeKyCFOAqAahBN8lLSDFODcqZOIfNQTeBiuHXK9Tj7+DDLcfpGf41//0v4FCmBqIEqbNoFQ+1t/hYErg5Ks9Fw8Pg8ub5QalwYhXH/ISMkIRF82Fqf7pPBlEsItMKBc6Hj2WejWDfbtE5HNWjYc4Tox8+dzy3clAPz2n3Ei30scEUkATJhzc9Om7H9rIm47jFgLKe9NDXyUSDOTPKrTLKHDHynwwAKLbUAATFAiRytE+cVKLqoFixaJqlsgLGWdYtTFjurcbGYAhsI+mZsrcpY5HMIiOHVq1NMjIpzg0/6p1zjxIOzPRtzYYAf7+ohmdqzx1AQSsMYNgwax+KozAbjl9V9hzx4gqBGGxGzQwo1NeVqexuJ0nxS+TEI4swYo39lmZsJHHwmN8IwZ8Npr6jk06MTl5aKmCPBmb9h8Xk/1N1WJsAIgwbD+RAzmwz0686/z6t7cfTfUJepN5GCWZ9CWF45OpNbJ5XXh9XsBi2idwi22JqZ5kIJRGmt5obIy4T/t94thrqTajSXMjjoFwP79CZQguu02kS9aK4dAf5g7l7zX3wHghmHgbd5M/U31ciDx5b++GdWPX9tAdrlLdCafL+HlvyKtnY3N6T4pfJmEWGZHJZPrKacEd7H33Qdbtqjj0KAT33sv7NhBUcsM7r0gsbuYSAMpEYO5vLacZwbA8mPSxAp1ww3g8yV0MIeLfpXeSxzjjXDRr5BYrZPX5w0UGLdEni+LJxdVg3vuEea3Y46BF15Qdo0Z9SXrI5YAqMTP6IEH4KyzxP7yxhtF+kI1CGmHkpLAJvX1PvDt8YmfIyTIy38lol+W+qu55nJwpTtF8e26UNJEaoUjWktMKAmnB0nhyyQEBpJTXwe66y4R2VNdLVJWqZlUQhaYb78N5HR54/Z+VKQlZiCFm1AgsTmVyl3l+OzwyA2dhErx++/h1VcTLgBCGGE8gY7mEgd5AWNI7KQWkr3aJG1LuOLBYGKeLwMEwOnTRaCOzSZqPefmquRggTxf4TShSuueOhyixGJWFvzwA7z+ujoOIQLgnXfC7t34O3fm/gsdIRzjCavMEZtawIJb88WB+++HrVsT2icibtgbWX3HpPBlEowaSHa7yNGTmQnz54ta12o5HFXrDJbEuPtudvU6VnyeCKEjggYwkWZH6TuOtGsejE//xz9ov79GcEzgbi6iBjCBgnCkPpnIBSbFnhIoYBzCIQF9ssZTEzC/WiGfkV6tU2lpMEDnvvuEBkgpommd5DX24olwmo5MWWCM0rbo1ElEiIOoGKKm/JD0Hcf/vDng32V77z3sOUKKNVPoSKRWWPqdm0cMhnPOgcpKGDOGXGfiN2gN1oykz1cSShBJdaplsT32WJEBH8SksmOHsuukTnzt+6uE5/7xx8MTTyRUyxAp8CA7gYM5RBC+9VZROLy6moue/wb85pkU5O8TKgib6EthCfOr7DvkSYcT+Sw8Po+oMEF4rZOauqf33y+Gd5cuwXrPShEt8hTMW2ztNrsmbcttt8HZZwuZYexY5YFK5a5yslzQ9z91eX7uvhv690/opiDSHJHQ+Vpat9JzRcRGZibMm8c1iysSxyFSsFqC3QL0Iil8mQTJf0arw3193HGHqAZRUaF8Uil3lXPmDhgw+3dxYNIkyMhIqKYjovOkpGVIgJ9RyKRmtwv1YXo67X/dyKhVfx6TQlIAJOQ75MWDIUzd0wRwgPBaJ1BW93ThwqCJ7a23ICMj+vlyyM2v8u91OpwBrWRj8wu12wPTHN99J14rQUVtBf/3PWTuPSic5h57DDDHJzOixifRG9XjjoMnngDgtk+3067UImtG0uyYRDTEdLhXOZDsduHTkZ4OhYUiPVcs1FSW8uaMujdjxwrpDZMmFDMd7utzOO64QHjUs7PBcbg48RzqYIbGx2yfErCIABhhbAbqniaAg9PuDCReBlGNQmk+o5oauOkm8XrMGGElUoNqT3UgW7ippuhYDtYqOXTuHCyr9I9/KMuT2HnTYe5aUvfm9dcD5YOsYCUwY7Mc4HDnnTBgAJk1XibOSuz4NNNP2AgkhS+TEFPLoKEDdekCDz4oXt9zT+yMzgM/+5Vuh6CqaU4wbBLzzExySLljEip0yAWfe++lvGsnWlTDzR9ujDuHWCYFK2idrOB3Fq7uqdGItMjJ8xnFuy0itYPNZlM8Pp98Etavh9atg66MaiDvc3IfK0hcv3R73YHEnUZuCu66C3r2hOJiIYBFJ+Hmv58cwQ6UXTkMLrigAYc/S4qFBnOE3Q6vv47XbuPyddDqh2Xx52CBTaIRSApfJiFeERt//7sQwoqKgrltwmLTJv76xToAfvn7NdC0aeAj09TYMphubnM62fbU/fiAi5cUi2KacYQVInhibQgSUTctlgZQ4hFPRFrk5PmM4s0hUn8AZZqOzZuDzuUvvRQyvBVD3h/k5lfpmPyceEF+fyM3JikpIjeizQZTpgjzbCT4X3iBk4p8HMqA6qf+E/LZn83sGHZTcPLJ/HBZLwAGPf+1CL1PBIdIVoKkz1cS0WCkw70caWnwyivi9UsvwcqVYU7y++H220l1+5h9HBwaFlqPzApmJiukebD1689rp9a9ufNOcMdP46JEExpvP6NYAiDEv25apHZQUvfUKERa5CBx/TLS/CA/Fm183nOPqOF4wQVw+eUaOegUAI2AdH/585egVwDs1094W4BwxA87vPftC/h3/XMwZB8dWhLAEmZHC3BYdMP57M6BZkUlAT+wuHGI09qZaCSFL5MQK1xWz0AaPBhGjBA5v269NUzurxkzoLCQ2hQbt10EOemhSX9MMTMZFHigBdF8Sv51HhzMBNatC0q1ceQQyc/I4/PEPaw/Ujsksm5aJEEYErfIRFpg5LzMMjtCbAFw5kz45htwOkUyVVnQqCpEEwATJYRGmh/AmGfxxBPQogWsWQMvvhjmhPvvx1ZeztK2MKVnQ/NrorQt8rQeZvmFRuOQlteccUPr3jz1FGzYEDcesVwTkmbHJKIilpZB72B+7jnIyREFdN97T/aBywXjxwMw6dw8tjazpnOzGblrwj2Lkgx4UCo99MgjcOBAXDjEyuEjPydeiOZnlKjnEcnsKOdl5oKfqE2BVgGwpgbGjROv77kHunbVziGaAJiwdoizANi8edAf7pFHhLtGAD/9FJg878yHrPSckPQncg6mml8TPC4icfiiGyzv2UqoEOvWGKPh8/sCUb5G+kubgaTwZQIiZdCWv9fbgdq2hYceEq8feECkoABg4kRRh6hNG54+JwUw188oVnSb0vIhRnCIpHWa1Bu8PXuICAYposFgROoPDruDjBSRHyBhWqdwgk+CF5lo5jZTBUALaHyiCT7PPRcY3vzrX/o4WMHsmAgB8Lrr4PTTxRwZaDOvV7gaAIdHDGNpuwhayAS3Q5ojDafDGfJZoB3inJZH6vMROdjglWu6CIe6ggKYPdtwDiEpWJK1HZNQC5fXFahAH2nBN6ID3XmnyJqwb19dMOO+fcEY66eeoshm/g4iVgSPz+8L1PqLN4dwfkYp9hR8djj837rohUmTYJnxET1RzW0JEoYVCT5JARCwpt/Z7t3wnzp/8KefFppvIziEbYcEJUFW0h/0Pgu7HZ5/XryePLnOT3bSJFi+HHJz2XjfDUDj6w9GQ4kpfH1zX0BoZfx48HjiwsFhc5Cekh7yWdLhPomYkHcOefg6GKtCTksLqtSfeQZ23vWM2N6dfjreq68KCDWRBMBElA+JNMFnOjOxYQs5J94c6k/w8rD+I326wzXXiGCFu+5SnhpbISyx4FtAAIxmbku4AGiFdnA2bIdIQseDD0JVlUjXd801+jlEXWwT1Q7RzI4Gap3694errhLDevxdHvwP1qnAHn2U4jzh6G/mhkCJFtIKY7OitgL+/W9hz/39d3jzTWM5yPpDAxNwggu+60VS+DIB0iDJdGaGFDCGYCeudFcaEtZ/2WUiuWJNDUz4rLc4+OKLVHiCUWtmhfWHZNCuN8HbbfZAaZeETWzRzAquciHJZmYKX5AvvjCWgwVMXYo4mOlonuAIO0s4mis0t61cCe+/L14/95x2J3s5tAiARiORfmf//a9IUj1vYQrTD/UX5dZuvz261inB/laW0L7F8sds2jRYx+qhh0QyNYOgRPuWNDsmERFKVOkAlbWxy4fEgs0Gzz3rx4aPD7mWny98BE47LdBBU+wpDUK45eVD4jmpRCpgLCHRE3zMie3oo0VlYoAJEwxNPWEFbYslzI4KBECz8nxB4h3NlQYe/OMfQmtz1VVw6qkNLtHHwUyHeyVmR4P6ZMeOcO9NZQDcxzPUPv4UOJ3KtLEWMDuaOT80mKtvvhm6d4fDh4OuLgZAqWY83n7CRiApfJmAaJ04pHyIQQO696E5XMe7AIw/cD9+f+ikVl99C4lZ8CMVMJaQiAU/UgFjCQ0mtvvug6OOgk2bRLE8g2CJnW1SAAy5f1T/Gito3+rOmTNHlBRzOo1NsRTvNA9KkCizo4T7SybQmn1spguv7rkEiNEOFjA7WsEc30AYT0mBZ58Vr196CbZtM4aDgk2J1+8NVEWwMpLClwmINrmrKR+iCD4f/POf/IcHyUipZfHyNGbMiD6pQWIWmUgFjAMcErDgRwuflh8LTGw5OcEw0kcegXL97ROpgLEEK+xsE1U3LZnnS0Cpuc3rFVUtAO64Azp1anC6ZljK/JoILeSaNWRPfZ3H+TcA/3nCRlmZtdKfWKJPRmmHGk9NIJiMCy8USSfd7hjlVtRzCNcOIeW/GoHTfVL4MgHRJjUweEB/9BGsWkXbvCruvkMMigcegNLqyJO7nFtcNV8WEADlBYzTUtIacggnAN50k6jhdPCgiGTQiSp3VcQCxmARn68ELTKKOJi4yFjC3CZrh/ffh9WroUkT/akl6sMSeb4UCOOG9cl//hN8Pq6/rIyuXeHQIeE/11jMjpW1xvgJx+IQrR2gXp+QVLFTp4qOqpdDlP4gL//VGJzuk8KXCYg2uYOBE5vLFZyR77+fvz+USZMmsHYtzPwiLyqHRCy20SZ3SIw6PdpghggCoNy+8+yzIoWHDsifc/0M2pCYCT5aAWOwiPbNQgudFcoLlZbX8m+hpOGBB6BZM4M5WCDPV8K0kPPmidxUKSmkPPWfgJvSs8+KPZb8+0I4JErwUWB29OOPa/mvaBxCyn/Jx0bfvnDllcIh0YAcibHWzsbkdJ8UvkxAtMkdDNT4vPYabN8uMq7edRdNm8L994uPPnjhePA4I2qdErHQRRvMkFizY8x2qL/YXn65yMxYWRmo/aYV8gXG8ubXOPaHaNGvYA0B0ApmR6kdds+7iN27oX37YGolI2H18kKGJWL2+4X0CsJRvEsXLr8c+vQRmXl+/ui8iByk5xNvwSdan5Sn5TFzroy4bj3+ODgcoubVokW6OMSyljSmXF9J4csEBDpxmBBuMKgDlZUFo0wefVSkSEBM0m3awMG92bDsppgCoJlmx0T4GUUzc8mPN2gHmy2YRG3SJCHkaoRiATABgnC4AsaQGAGw0l2JH7GIWsKx2AJmx4gCoCuLw3NEVeiHHhIpEoyGJcyOCrSQHp9Hn4P1t9+KOmwZGQFLgc0mUk8AbJx1PpR0CPssElX3NNo8FVL+KxEc1LqqdO0KN94oXt9/v64ciVbYsBuFpPBlAmKauozoQC++KMJ8u3aF668PHM7MDPqLs+DfpHmbR+VgptnRUpqvcILP2WfDoEHCofTxxzVz0CwAGgilHBIRgGHDFtb8mgitU0jxYAuYHSMKgEvvwFfRkuOOE+Vx4sJBgdmx2lMddLCOI4ewDtapBjhY+/0EbLe33w6tWwc+GjQIzjsPfB4nzH8kYoBUQvxjFa4ZcR2f7hgmv2hrhrRD+PFHYd7VysECG1Wj0OiEr1dffZVOnTqRnp5Onz59WLhwYcRz58+fj81ma/C3fv36kPM+//xzunfvTlpaGt27d+fLL7+M62+Iu6N5aWkwzPeRR0TYrwyjR0PTtkegshXbZg0LewtJ65SQCSXWgm+mz1esSU0yOb77LmzeHF8OCRCEzVTnR8teDYkRQq1gfpUXDw7XJ/zVufDjPwB46CE/TmeDUwyBErMjJOZ5hJsjUuwpgbqnmjl89ZUoI5SdLZKl1cOTT9a9WDWKkl1twt4ikRuTWGuGqZaKaEJou3ZB2/i//qVZ+6XYRzdpdjQW06ZN4+677+bBBx9kxYoVnHXWWQwdOpSdO3dGvW7Dhg3s27cv8NelS5fAZ4sXL2bEiBGMHDmSVatWMXLkSIYPH86SJUvi9jti7SB076QmToSSEpHk7sorG3zsdEK/kWL3sfqrQZSVNbxFQnZSFtjF6NY69e8PQ4eKQrwafb8s0Q6J0MbGgJUEwPSUdFLsKQ0+T4j5VZZcOVxbvPdmU6hpBi3WcemV8fczCtcnpLqn8vPigZgbVT3zlM8XNAOMGwctWzY45bTTIOeU78Dv4Is3uoW9TUIDg2KsGaZaKmIJof/8pxByV66E6dP1cUiaHROL5557jtGjRzNmzBi6devGxIkTad++Pa+99lrU64466ihat24d+HM4HIHPJk6cyODBg5kwYQInnHACEyZM4Pzzz2fixIlx+x2KHe61DKTi4mCV2IcfFo6OYXB0v0XQYh015Zm8/HLDzxPqQ9AYHe7lkISuDz6AelpVJbCC2bExCYCJ4BBLwxDPuqfSs7Db7AHNjoQjR+DlF+p88s59mGpvfPqEy+PC7RMVHCL5GVlBM61rnvr0U1izBvLy4N57I56Web6wInw/o1XY4Z2QhNSx1owEJsXWPFc2by7q4oKwyGjQflnBT9goNNzaWRS1tbUsW7aM+6VwvToMGTKEn376Keq1vXr1oqamhu7du/Ovf/2LgQMHBj5bvHgx99xzT8j5F1xwQVThy+Vy4XIFHTzL6lRHbrcbt4KSM4HdtSM97PnShFtaU6rofnLYn3kGR2kp/hNPxHPJJRFL4JS7S+Dsx+GLD3n2WT+33OIhRzauMx3C56bMVaaag1KU1pQC4vdK3yH/n+EQ7VBWEz8OJdUlAGSlZIV/FnUcyl3lkTmccgqOiy/GPmMGvocfxjt1qjYOzvAc0u3psTnUQ/32jIXiKlF/LduZbRgHtYjJwSY4VLmrqHHVNKiLagRKqkoAIXCE65Np9mAuuOLKYpplGJzfAThSeSTAweMJ9ad66ik7ZWUO7K1/w9f9M45UPkqztDhwqDoSeJ1qSw37PHJScyiuKaa4qjgu/dLr8wYiCNNt4edKabEtqS5R1y89HlIeeggb4B03Dl92dsS50nXUz9D1K/wbLuXRR3289543LAc17aAWklCVbk8PWWek/5kpYr5W3Q4qIK1bGfaMsN8hJTmNum7deScpL76IbeVKPF98gX9YeLeXmBwcOjjUQ7zaKxYajfB16NAhvF4vrVq1CjneqlUrioqKwl7Tpk0b3nzzTfr06YPL5eL999/n/PPPZ/78+Zx99tkAFBUVqbonwJNPPsmjUuFQGebNm0dmZkNH4frYuV+YSTf9tomCXQ2dD3cf2A3Axu0bKVDhnOgsL2fw88/jAH656CL2zZoV8dwtu7fASctp8tNzHClqzbhxm7jiik2Bz7ce3ir+796qioMarN8htpF7tu6hoDL0OwoLC9lQugEQ7REvDr/t+Q2AA7sPhP2OtRVrASgqLorKIfe88xg4Ywa2Tz9l4RlnUN6xo2IOy4uWA1BcVBz2O3ZU7wDgcPlh1e1QWFio6LyfD/0MQMWRirDfccQtFuNyVzkzZ84M65OlF4uKRRi6q9wVloPLF9zwfDnzy8AGwUisLF8JgL/G34CD1JZOmxO338302dM5KvUowzlsrhK+gym+lBAOpaWpvPjiYAAyzv8vlXY/s76fxbGZxxrOYb9rPyAErzmz5oQ9x18rNBdzF87lYM5BVfdX0i+rvEGT6qJ5i0IEXwnuSrFwLvh5AZ71yh3/282bR5+NG6nNyaHwhBPwRBhXfr+f8ppyOPdR2HApn3xi48wzF9CuXVDDVFkszMSLly8mZ0d4zZReHCo/BMCKJSsoXh0sVC21Y/khIZQsXbmU1ntbN7yBAThcfhiAlUtXUvJbSYPPj+wTc8SKtSsoOBJ5nup24YUc/9lnVPz97/zgcKiqAl90RKzLa5avwbap4XVF++o+37iGgiplc2VVVfxM99HQaIQvCfUnfb/fH3Eh6Nq1K127dg2879+/P7t27eKZZ54JCF9q7wkwYcIExo8fH3hfVlZG+/btGThwIM2bh48elONfb/0LKuHs/mczqNOgBp/vW7GPd/a+Q06LHPLz82PeT4L93//GUV2N/+ST6fXYY/SyR7YqPz/1eSjzcfWdW3jtwdYUFHTjhRe6BLRf1euqeWnXS2Q2yVTFQQ2mfD4FiuHUHqeS30d8h9vtprCwkMGDB5OxJ4Mntz2JI9MRNw7TC6bDQehxQg/yz2z4HW2K2vDg5gfxO/0xOfgWLsT+xRecu3Ah3ltvVcxh4fcLoQi6d+5O/qCG37GjdAfjNoyj1laruB3k7ehU4JH9++LfYTd07tA57HeUucpgLfjwcd6Q88hwZoS5iz4UrSyCHdCxTcewHPx+P47fHHj9XgacO4C2OW0N5+Ba74It0KZFmwCH+m2ZtyGPQ9WH6DugLycddZLhHBbsWAAboUVui5B2+Pe/7dTUOOjVy0/ZaUvZUgw9T+vJmR3ONJzDbwd+g3WQl5EXsc89ceAJdu3dRfde3ck/3vh+uad8D/wGDpuDSy+6NOyc/NrHr7Fu6zqOP+l48nsonCO8XlLqnOsd//wnQ664IuKpNZ4avKu80GYlF+bXMqsglR9/HMi77wa1Xx9//TG/rP2FTl07kX9afOap2jXCxJ1/fj7HNDmmQTt+U/ANC1cupH3n9mHnMUM4rBUcLjzvQo5t2lDgXzRvEQWHCmjTsU3YeSyA00/HP2sWTbZt4yKvV5X2y7/FDy4YfPZgerfp3eDztYvX8un+T2neprniufLw4cOKv99INBrhq0WLFjgcjgYaqQMHDjTQXEVDv379mCozC7Vu3Vr1PdPS0khLa7gLczqdihY6KZKpaWbTsOfnZYjs81WeKkX3A0RaiVdeAcD22GM4w/CTQ3L6H/rXUua+Cxs32njzTWcgCWvTzKaB8xRzUIkqj9hx5GXkNfgOp9NJk8wmcecgPYsmGU3CfkezLGHSqahVwOGRR+CLL7B//jn2rVtFmg8FqPZUA5Cbnhv2O6RnUeOpweawhXUEjwSlfTLwLNIbPguApilNA69dfhe5zlzFHJQiFgcQvi0lNSXU+Gri0idqfKLIem5aw2chtWV2WjaHqg/h8rviwqHaV92AQ0mJyJkM8NBDNh4/kBs4N57tkJOWE/VZAFR71XNQ0i8lTWdOWg6pqQ1zz4EYM6ByrvzyS9i4EZo2xXHXXTiiXFdSWxJ4/dijDmYVwLRpdh5+2B4Y3nnpGuZrFfD6vIE5omlW6JohtaOmdlDJQTIBN8tqFvY7mqQ3AcScGpVD69bC9+uJJ0j5z3/gr39VrP2SzK/12yHAIUNwUNMO8VpbYqHRONynpqbSp0+fBurqwsJCBgwYoPg+K1asoE2bYMhw//79G9xzzpw5qu6pFkoTxalyIn3pJZGOuWdPuOSSmKdLnTgvIzuQ5uaZZ8QtIMEO9yYmelXqaK4oi/bJJ8OwYcKRVMrQqABK+4Ocr9GIxcFuswf8KeLlzBrrWcg/ixeHWH0S4h/OHs6p+OWXRd7kE08UXSzeHGJFlUH8nbxjOXiDhjQPfn+wNNhddxHi6BoG0m/LdGZyal8Hw4aJIEkpf7WcX7yfBZgXnCRtUsGgoJzx40Xk44oVMGOGIg5+v1+5038jcLhvNMIXwPjx43n77beZPHky69at45577mHnzp3ccsstgDAHjho1KnD+xIkT+eqrr9i0aRNr165lwoQJfP7559xxxx2Bc8aNG8ecOXN46qmnWL9+PU899RTfffcdd999d9x+h+GRZeXlIqkqiDIZCnYR8sX2qqtEnWiZ8swS0TOJyG+lNG+M4vIhUv2yqVMVZ72PxSFi3TQDoUrwiZfQEUMAlH8Wr36ppB3iHXVZP6S/oiIYwPzgg2C3xz/DfKyoMrCGAKi6HWbOhFWrxMIvRd5FQf0+KWWm+PBD2FTnIhvvPilxcNqdpKWEt2gkalPisDlITwlfTkHVmtG8eTDv1+OPK4p8rPHUBOpnJms7JhgjRoxg4sSJPPbYY/Ts2ZMFCxZQUFBAxzrn5n379oXk/KqtreW+++6jR48enHXWWSxatIiZM2fy17/+NXDOgAED+Pjjj3nnnXfo0aMHU6ZMYdq0aZx++ulx+Q0en4caT1ClHw6qO9Abb4gUE8cfL1S4CiCfXFNSgjLD889DTU1iEwfGyl3j9rlxeXSUD4mCWGke5HXTFLXFaaeJ1NgeT7D8UAxYQuMTQwCUf2am4GMFATDugk+9Tckbb4gUE507w/Dh4px4C4BK+kOiBEAlfVJRf/D7gyqr225TVIm8vhDapw9cdJHQfj39dD0OJmqEEyYIp+VE9IdWvWbcc48o6fTrrzB3bszT5feVVzeQI1nbMY647bbb2L59Oy6Xi2XLloU4zk+ZMoX58+cH3v/jH/9g8+bNVFdXc+TIERYuXBjWCe+KK65g/fr11NbWsm7duhDhzGjIO4UhGp+ammA2+/vvj5jXS45wBYyvuQY6dID9+2HKlCC3KncVXp830q10QWmtMDBvwddUN02SZCdPhn37Yp4eSwCUf2YJwccCAmC8d/hmLnTy/lBTI9wBACZMCA7veFegUGR2jPMGzXCz4/ffw5IlosyNLGAqGsIlFpX8Yt99F/butYgp3AImYNXCeMuWMFbUJw2WEojCoa4dspxZgXqa9ZGowvdGoNEJX40dUseMVMAYVPoZvfsuFBWJ8g3XXquIQ5W7qkEBY6cT7rtPfP7005DhCA50ub3fSMQa0Cn2lICK2woLvuJJ5ZxzYMAAcLmCgnEUWELjo0IAtAIHM4WOeC+2cg6TJ4vh3b49/O1vwXPibZJXJITGmYPhZsf//Ef8HzMGFAZphdOEnnmm+KutFZaCRJkdrdInI0FTf7j3XlH+7vvvYelSZRwU+GMmzY5JNIAavxav3xswUYaFxwNPPSVe//3vECEiKBKH+gWMR4+GFi1g61aY/kUaDpvYZsdjcg0pYGyBxdZQjY/NFtR+vf66cKaLAktofJJmR3FfJe2QoMU2w54bGN7//Gfo8I631kmV4OO2gNkxVjv89BPMmyd2mX//u2oO9fvkhAni/+uvg62mWci5RkON2dFMH0BNAmCHDkGlQYwgJTXat6TZMYkGUDKQ5PbsqB152jTYtk1ITGPGaOIgt99nZgZ9UJ96ykZ2HAd0rALGEuK5u/b5ferMK2o4DB0KvXpBZSW88ELUU62k8bG82TFBgo8VND4b55/Kzp1CSXPjjaHnJMrvzNSoT+lZOA0wAUtar1GjxIKvEJG0LUOHQo8eIhii8OPjQ/gaDSVCaKPelPzzn2LD+uWXsG5dxNPUaN9cXhdurzmZ65UiKXwlGEoGkjysP2JH9vmCdvJ77hGSk0oO4RaYO+4QgUCrV4Nzi0h+F49JRfpdaY40nI7IeVbiueDLCxgbrvGx2UTkKYg8ARWRr7WExscCAqAiDomKNDTb4d5nY8FHIuhn/HjhlyxHojShVor6DAdFz2LNGigoEGGi//ynKg6RLBU2W9D364sp7aA2w1SzoxXGhXyelKISFaFbN7j0UvFaUvWGgRrtm8TDykgKXwmGkkkNFOyuv/kG1q6F3FwRuaMC0Sa1pk3h5pvF68p5d0bnoANKhFCI74IfrYCxHJoFwMsuEyFqxcXC+T4MQgoYW8Ch1kxNh6WEUCXtEE9Nx+ah7NvalJyc4HgMy6Gx+FtpgGHCuBSx8Ne/ipw6GjiE65NXXgnHHgslR5ywYrRlzI4x/YQ1QK3goygtjxySJPvBByDLWBDCQcEcFZKWx+JO90nhK8FQMqmBgolNSmNw223QpIkqDrF2UuPHC/+S6i19YeeAuEyuSoXQeC62cg7RyklpFgAdjmBU1fPPCx+9CBwkHrE4xGNCkWevbjRmxzj5GVkmz9dPIvrlppsgL6/hOZZI85Aos6OeyNM9e0RSLghGFKlAtPk6JUXmPvbTfZRVV8dV8FEiCHt8Hlxe49PyKFm3MlIyAlGIqvvEaafBeeeJOTJCkJJha6dFkBS+Egy1Gp+wE/ySJfDjj8J5VEGiwEgcIk1qbdsK1wgAFt0fV7NjrIEUT42PYg56Fpnrrxc+edu3w+efR+SQnpIetWxQPIVQeTSrWRnN5elPLOFwb6LG58CmDrB9II4UH+PGhT8naXYUiPksXnwR3G446yzQkLsx1obg+uvhqFY+KO2If/WI6AFSGqEm5xrEp18q6Q8haXm09AkpiuGtt8IGKSnRvkH8NwVGISl8JRhKFhj552E7kLQzuPZakJVKUssh2mD+xz8Amw82XszmjQ7V3xELhgihBnFQ/Cy0cMjIEI50IHJ41NsZK9nVyj+Pt/k1UvZqiK/my+V14fEJzaCZvi1W0PgcmCN2PhdcUkz79uZwsITZUYUAGNbBuqxMhCOCqghHNRzS02GctP9dfC9lcXgeStYMh90RcJ1otG4i558PvXtDdbXILFwPVtiwG4mk8JVgKNlZQ5QOtG1bUIOiMFFgJA7RBnOXLtDu1BUAfPv+CZq+JxoMEUJ1QsmOUv655sF8221ill62DObPD/lIdTvEUQjNSY2cvVr6XH5+PDiAeSH18gLGZml8tm6F6tUXAXDzXZHvb6XyQqodrFVyUCIAQpjn8fbbQgA74QSRll4DlCz4t9xiB2cl7D+FOYUNXQv0Qu2aERdLhVud4KNpjrDZgmvaSy+JPIkyqHZVSfp8JSGHatVp/Q40caKIdBwyRBRy1gClO4jel80H4Ndvu3PwoKavigjFE0oCND5xH8wtW8INN4jXkvNvHdQKgHERvhIlhEaBdM+MlAwc9sia1ngK4/LfZZbG5/nn/eB3wHGz6dsrct4+eX+Ii5+RirxvEBo5bBSUaOjlDtYhz8PtFnMliESedm1LnRKNT7NmkHnaxwC8+Ur0uSReHCC+c6VaK4FmDsOHw9FHi8zCH30UykHpPNVIEq0mha8EQ63TYMgiU1wMkyaJ1/feq5mDUlPX8b33Q9tf8NQ6A9p7o6BYCI2n0JFIk9/48WJnV1AgolTN4BABltC+WUgITbGnRKw+AfHTAB4+LAuKHfC0orQfVnGwNjMoJ+zz+OQT2LVLJEmTlwaIE4eW530E+Fg0NzdaqipNsIKVQIkgDAa4icj9mJ97LsRNQ9faaUEkha8EQ5f0/sYbImnnySfD4MG6OcQWfLKh/3OASFVVY6AvqRUiV1Qv+HoGc+fOIvUEhGi/rDCxWkEAtAIHeZ+MZn6VnkW1p9rQuqevvQZVVTZovQKOnRuxeDCEJmI2ui08Pk/AcTyuDtYxoLhP1NfI+v3Bqtd33ilM/hqhdJ5qdvQROOErQAQ2GwndrioGckjIPDV2LGRlwW+/wXffBTlYYMNuJJLCV4KhWctQWyvs4CC0XlEWB6UcFAmA3T8js8UhDhwIRmwbAbVCaDwjLqNl0AYDNT6S0+8HH4gQeNQLgI1eCI0AteMiHvmMFJt3ZJ8b9TxqaoLDmwFPk5UauXgwCO1cvBys5feL1Rbx2hzJo1+VcgiMz7lzYdUqsYDfeqsuHqr6RN1G9b33MNRNQykHSwrCWtC0qah1ByFpJ9Rq35JmxyRCoHkX8/HHsHeviG68+mpDOCjaQTg8HDNkOtBAC6wLltL4JGow9+snKvK63fDqqyH3VKxKj6cQ2ojMjj6/L+AcbzSHWO2Q5kgLpAUxqi0++ggOHIDWbWvhxE9jtoOcp9GLjHQ/uT9VJMTLBFvlrsKPmGxUmx2lBXv0aOGQpQOqND4dfqTTSQdxuQLD2xAoHZ/xDIhJmNlRwrhxwk9v9mxRoQCVz4Kk2TGJetDkcO/3ByeUO+9UXEA7EtQu+E3P+ILsbOGqVFio66sDsIIq3RQB8O67xf833oDqakvkrlFr8pMXRTcKSvukvBC80W2hlIPc3GZEv/T7g+U/L71uDzg8MTlA/MwrShe5RHCwYQuUWouEkGexfj3MmiUsA5GSpCmEvJ8rGhs2OHvErwC88opxbhpWCE5SK/jo5nDssUE3jTo7rhVcE4xEUvhKMFSr0l3lQo2+erVQo4erNaISajU+Luf+QN3uCMmHNXPQHPVpBAczQrgvuUQU9j18GD78UDWHSnel4WH9aoVQ+TVGQWl/sNvscdPAKR0XYKwwvGCBsJJlZMDAy7YACgWfOAnkSoVQiL/2LVb1Cag3PiXb7bBhYgE3gIPEIyqHurY6dsAKOnQQZsepU3V9PSA0vGZrpkNMwPFMSF0fUlDZ1KlQVKTdDG1RJIWvBEOTxkfaFt9wg241upyDmvqSd90ltMBz5gS0wLqgSQg1GFqCH3T7GaWkBJOuvvACFSpDuMH4sH6lfdLpcJLmSBPXGO1npJCD/Jx4LvgxORgokEvDe9QosGUWh9w/GuIl+JglhIbjoEYIrT10AN59VxzUqfWSc0hzpOF0OKOeK/Gs8pUFvtoINw15jUSz/EKrPdWBDZ9izZcR5b/69xeuGrW18Mor6tetpPCVhBxqdzFNdh+CmTPFwTvvNJSDmkjDTp3g8svFcSl9jh40RrOjYWH9Y8ZAZib89hsdVmwFYk+sIXXTzNT4xOl5qBF84iWQqxEAjRJ8tm2Dr78Wr++6S6UQ+gc2OyrdnEGQZ9evfwxGg597bkI5yMfFmDGQkwPr1ul305D6uN1mDwRYREK8ND7yPh4tAhfiEJRTl3TV/8Yb2GpUmIBJmh2TkEGuQlaqbbl83n6xfRo6FI4/3hAeWkv7SDu6Dz4IW3pLFdQKPtWe6kD5GaOg1IfAcHNb06Zw3XUADPlmvSIONpstfhoftwbBxwICYLw4JNLk9/LLImfy4MHQvbs5HOpDldnRGSftm0pNqN0Hp321VBy46y5d0eBaOUjX5ObCjTeK44EIVp0cFJlfE6CFjBaBK50DBo7Nyy6Ddu2wHTzI8LWh3xGTQ9LhPgkJcnOREtVplguu/LmuAxmk9QLtYf0DBkCvXsKRVMr1qhVqBUAw3tymVBCOS920ukSC/VYcoNMRkzU+CoVQ+TlmL7bx4KBG6DBCAKyoCI4jaWNjBX8rTYKwmWbHtBwu3gDN95dB8+ai5q0B0KONvf12cXzmTNiyRT8HU/uDGk2o0WMzJUWUZwPuWgJp9tSYJuBkbcckGkBewFiJCnnUKsh1+UWhxQsuMISDy+PC7RMFaJWa/KSwfpstmHz4lVfAo0MRpTisPyUNp90Zco1RMNW8csIJcMEF2P1wx1JrmPzMXGwtZXZMkL/Vu+9CaakY3kOHhnJQpfkyc1zEiYNas+O4JXVvbrpJRC4YAD3meOmZ+v1irkwkh7g9CzWbEiPH5tix+NJS6bsPBu6P/WyTDvdJNIB8dx9ThezM5s46Lbrn9ls11yaLxAFi2+8znZnYEDylwXTVVdCiBezcCTNmaOPg9XkDjqRqdnR/OI1Pnbpj9ArIrY1tJombyU/FYhtvDmYKoZqEDo190ueDF18Ur++8Mzi8raB1amzalg7bSxi4Hbx2W0BLYiQHtWZHCZKxYvJkoeXUw8EUrZPEQYUWMi79oUULDg0TFV1uWRx7xx/PtDxGIil8JRCqoqkWLKHbIShPhbKrLjOcQ0ZKRiBRZCTYbfaAgCZdl54uqj+Adn+GSnfQfGjWYisPnzZN23LBBWxu4SDPBR2+nBfz9Hj7dDQWk5/kZ2TqDl9nO8yeDRs3Qm4uXH+9jINbg+BjRGSZDGpNfhBHH0AF7XDKJ/MBmN+nObRrZxgHvfPDBRcIDVhpqfa0E1oE4bgJ42qiXw3uD9v+dhEA+SsrRbLxaBzimJbHSCSFrwRCza425RWRIvmdnlCRbtxjUsMBwg+mW28FhwPmzdOWdkLi4LA5AqkL1HLQixpPDV6/V9zfLJW+3c7L/YTGq+Xkj4Q6RAGHP2SkoZYFP15CqAqzo9b+IKWXuPFGERlXn4OZDveaND5mad8OHaLDN4sAeP/cpoZy0BsFbLcHfb9eeklb2gkrmB01acZd5YaW/9rbpTWL2oPTh0hQrYADGO8nbCSSwlcCobgTb94cSC/x8mnGTmxqFlr5eXIO7dvDpZeK11q0X/KdVCzzq5yDkUJHSPh0jAzaEB+Nj8fn4e2TPZSkgXPLdpGZOwosYfKLs5+RGg6NNc/X+vVC82WzNYyjsYL5VUuaB9PMjm++iaPWzS9tYdHR3vhwiFH7FSKPi+uvh+xs+P13+P57HRzMMvmhUjNe12e8fq8xaXnqUFFbwUun17154w1wRb63PC2PlZ3uk8JXAqF4N/fKK+D3M69bBptaGLvQqdnVQuQJXlo0pk6F4mJtHJQKgPHQdEgcMp2ZOOyOmOfHQ+NTUVtBZRpM7lV3IEZBuHgIHWqyV4PFtG/xEgDj7OskOWBffHHDJOyazEx/pECUehyiCoCyGqkvnA7lBptftQih9eeHvLxAVhl9G1UVWsgaT42haXnUcJBvZI2er7/oBoebpsP+/fDppxHPlZf/srLTfVL4SiAUqZArKoSHJvDpea3EIQMXOjVmDYi8ozv7bJHLsKoqQFcx1AxmiM8io2Y3Jz8vHtq3t0+v870rKBBZN2NwMHJSU5O9Wn6OqX5njTjPV0VFMAm7VOgg0RxiodH4AH79NezZg+eoFnx6ojU0Pm6fu0HdU+k5z5gRdXgbxgEMXjNUCOMOuyNQf9XodcvjgPlDTxAHYkiyjcHpPil8JRCKdvfvvQdlZdClC6tOaQ3Ex+yo1Ocr0g5fbjJ55RXwqtD4a/U7i4fgo9r8GgcBsKhNjvDO9fvh9ddN4QCxo19B9iwM1DK4ve6AicIKZsd4+td88AGUl4t8yeefr49DvOsq6tH46IUiIbRO6+W6fhS1KaIUj9dnnOlRi8kPGrbFCSeIJLo+X0zldgOomadSHanBtDwmrhnxcE2QOPx6UW9ITYWlS2HJkojnN4ZcX0nhK4GIadbw+4MS/Z13kp2RC8RnF6PW7BhuMF97rUjWvm1bsAKSGg6qtW9xMDsqnlDiaPrMScsJhshPmiSy2EbhEC8hNFb2ajmHeEzuEo9YiMeCr9b8qkXw8fuDi++tEbLHNObyQkY6WMccn+vWiYgfux3HLbcEDsdjbCgKkLKnkJ6SDoR/HtJGddIkYS1QCs3zVBxcVfT4CRvFgaOOEvmOIKr2K2l2TCIEMXdz8+YJb9zsbLjuurjuIBQPpChh/ZmZokwhqPNn0Gp2jIf5VbXZ0UCNT8izuOgi6NBB1G365JOw58dF86V1Yo0Dh1RHKqmO1Jjnx2OBqXRX4kcID/Ey+f34I6xeLXKASn5A9dHYzI4ST5/fR40n/KZBC2LOEZKGeNgw0o7pjMPmCLnOCKjeqEbRyObnQ6dOwj/2gw/ix8ESc2UcN4k5aTlBSfaTT+DAgfAcGkF9x6TwlUDEnFBee038/9vfIDc3PjsIgwfSbbcJE+R338GmTSo5mLibMyLqUy9CnoXDAdIOPoJtIi4aQAv5vlmBg91mD/isROWgoU9Kj/Waa4TGuD5qvbXB6hMqTH4urwu3162YRyxoMTtCfMzhYcdnZSVMmSJe33abqHsaD42PWv/YKFphhyOYduK115SnnVA7T8VjjrCC2TFECO3bF047TQRcRHA4bgz1HRud8PXqq6/SqVMn0tPT6dOnDwsXLox47hdffMHgwYNp2bIlubm59O/fn9mzZ4ecM2XKFGw2W4O/mgimHz2IqkLetw+++kq8vvVWcV4cFhmjTX7HHBMsjRLFXSkEgQlFQQg3xFfbolYAjMvOWuIwerTwZ1iyBJYtSwgHKwmhVuGgJv1JZa2yRI7798Nnn4nXkZKwy3+PGpMfGNcnfH5fIAmyEg52mz0Q4ZYwt4APPxR+sZ07Bxzn4ropUOkfG2meuv56SEuDFSuEy5ISaN2omrlmxFP7FuBQt0byxhthHY7jZZI3Eo1K+Jo2bRp33303Dz74ICtWrOCss85i6NCh7Ny5M+z5CxYsYPDgwRQUFLBs2TIGDhzIxRdfzIoVK0LOy83NZd++fSF/6enphvOPutC9/bYoljhgAPToEXJePDQ+Rk0oEBwH77wD1dWx76la8LGAtiWezyLQH446Cq68UrwOo/2ykhBqBQ5W2JT48QdKZUXDpElio3766dC7d3QO6SnpMatPQKiZ1qjnIU9KaZapK6r/XQTHuXj6GRmlkW3eHEaMEK8lI4fRHOK6ZhjgJ6ybgzRHjBgh1Mfbt4ukefU5JM2OxuK5555j9OjRjBkzhm7dujFx4kTat2/PaxF68sSJE/nHP/7BqaeeSpcuXXjiiSfo0qULM+oVJbTZbLRu3TrkLx6IOJA8HnjzTfFakmSIs7bFQPv90KHQsaPwZ4jgrhTKwUB1vlZoTrkRb5OfZJv48EM4ciQsB0v4vllA++b2uXF5jEnkqHaBkdc9jdUWXm9QKyw9XiM4gPGCjzQ/2G32gAN5LBgtkLu8rkCeqgZ94uefYeVKUedMVpfJ6mZHCdL0Pm1ag+EdFlrNjmamJ4pH+a8Gm6OMjODzD7P+NwazY+ztlUVQW1vLsmXLuP/++0OODxkyhJ9++knRPXw+H+Xl5TRr1izkeEVFBR07dsTr9dKzZ08ef/xxevXqFeEu4HK5cMky7JaVlQHgdrtxuyP7XpTViPPSHekh59mmTydl9278zZvjueQSsUUGMh3C96S0pjTqfdWgvKY8LIdISHekB7hHO3/0aDsPPeTg1Vd9XHNN9HDvMpdoh8yUzAb3lN7Lj6fb0wPXGdUOpTWlETmEQ4YjAxCTmtEcslKygvfs04eUU07BtmoV3kmT8N19d+D8NLsoxVTuKo/JIVw7huVQra4d0myCQ5W7ihpXjaIEtbFQXCWy9GY7s1VxADhSeYQWmS2M45DakEOktsxOzaa8tpwjlUdontY84r1nzLCxa1cKzZv7ufRSD5F+YnFlZA6RkJOaw5HqIxRXFuNuor9fHqk8Erivx6MsUae02BZXFRvSLyUOIJ61/FzHyy9jB3wjRuDNyQnMlRKHkuoSQ8an1+el2iPU+Ol2ZXNlZkpmTA69e0OPHimsXm1j0iQvd98d3WQtCQ/1OURqRyUc1CKgkVXYDpIZ2sh1q8IlhMkMe0bwnqNH43z+efwzZ+LZtEn4wNRBaodY6xbEniPjhUYjfB06dAiv10urVq1Cjrdq1YqioiJF93j22WeprKxk+PDhgWMnnHACU6ZM4eSTT6asrIwXXniBM844g1WrVtGlS5ew93nyySd59NFHGxyfN28emZmRnXWLjgiea5evxb4pqHTs95//0ArYfNZZ/C6rQbH18Fbxf/dWCgoKFP3GWNi5X5hoN63ZRMHu2PfcWLoRgN0Hdkfl0KFDGikpQ1i61M7LLy/g2GNLI567ZdcWALZv2E7BofD3LCwsDLxeW7EWgP3F+w1rh/U71gOwZ+seCipj33NH9Q4ADpcfNozDb3t+A2D/7tDf1eHMM+m1ahXVzz3H3M6dA6aVI26xKJW7ypk5c6Yi3yR5O4bDsiLhW1ayv0TR76r1BRNIfjHzC7IcsXODxcLPh34GoOJIheK2TbWlUuuvZcbsGbRKaxX7ghhYVCzqA7rKXRE51G9Lp1/kVJr1/Sw2ZUaONvm//+sHtOLsszfz/fe/RzxvRZlwh/DX+BW3g98lPLfnLprLoZxDiq6Jhs1VmwFI8aUo5lBbIfrEwiUL8W1QVsg4Wr/c79oPiM3G7FlBk1JqaSlD6lTrC08+mRIZv4ojYnH+ednP5O3IU8QhGiq9QfPrj9//GMifFQ2lB8Sct+y3ZRQciNx2Z5zRkdWrezJxYjWdO88Nm3IEhPlVEr6WLlrKZufmBufUb8cjRWKOWLF2BQVHjJmnJKXBLz/+wvbU7THPL9on1rk1G9dQUGUMh0Plom+vXLqSkt9KAscH9OhBy9Wr2TZhAutGjgwc33VgFwAbtm+I2Y+r1OT+MBCNRviSUH/B8fv9ihahjz76iEceeYSvv/6ao446KnC8X79+9OvXL/D+jDPOoHfv3rz00ku8+OKLYe81YcIExo8fH3hfVlZG+/btGThwIM2bR94BswVwweCzB9O7TZ3jx5YtOOt80I558kmOOe64wOnV66p5addLZDbJJD8/P+ZvVIJ/v/1vqISz+53N4GMHxzw/Y3sGT257EkemIyaHmTNF1Yfffz+LO+6IPAlP/GAilEG/3v3IPzH0nm63m8LCQgYPHozTKSa8NkVteHDzg/idfsPaYcrnU6AY+vboS36f2PfcUbqDcRvG4cJlGIfpBdPhIJxywinknym75znn4J86leyiIi5KTcU/ZAhQtwteCz58nDfkPDKcGRHvHa4dw2HRvEVQBN07dyd/UOzf5ff7SVmTgsfnYcC5Azg652jlPzgCfl/8O+yGzh06K27bvI15HKw6SN8z+nLyUSfr5lC0sgh2QMc2HRtwiNSWzXc258iRI/Q8rSdndTgr7H03b4YVK5zYbH6efPIYjj32mIgcXOtdsBXatmiruB2ePPgkO/fspHvP7uR31d8vf9jxA2yEFrktFHN4Y9ob/L7ld7qc2IX8U6Jfo6Rfrj6wGtZBXnpeCAf700/j8Hjw9e3LgLvuCrnmk+mfsHTNUjoe35H8fvrbYXfZbvhN5O8adtEwRWvMd3O+Y+6RubTt1Jb8cyNzOPtsmDrVz9692WRkXMT554cPfax2V+NbJebRSy68JMQnMlI7Lpq3iG8PfUubjm0UjedYqPXW4lkpNKDDLhhG04zYxcvXLl7Lp/s/pUVb5X0oJo+1QsC/8LwLObZpsCaXraYGrrqKLgsX0undd0XAErB3xV6m7J1CToucmBwOHz5sCEe1aDTCV4sWLXA4HA20XAcOHGigDauPadOmMXr0aD799FMGDRoU9Vy73c6pp57Kpih5E9LS0khLS2tw3Ol0Rl3opBxRTTKbBM+TQmUvuADnCSeEnN8ks0ngumj3VQMpkqlpZlNF91TD4fbbhfD10UcOnn3WQW5u+POkdojGQd6WzbKEmbii1rh2qPKI3U6TjCaK7ilxcHldYAenQz8PiUNeRl4ohyZNhD/DCy+Q8sYbIgcY0CSlSeCUGn8Nuc4IDSxDrD4pOYvnpucqbtvs1GxKakqo8dUY8jwC7ZCep/h+OWk5HKw6aDiH3LTI7VC/LXPTRPtXe6sjXjNpkvg/dKiNrl2j86z2CjNXTlqO4t+khIMaSByitUMDDumCQ5WnSvE10fqlyxesdhA4x+uFt94CwH777djrXWt0O7j8dRxSc0hNjZ17DpS3Q9OmMHKkiBt4660ULrww/HnFtcGiuU2ymoRNgly/HfPShdav0l1pSDuUe4I+U02zmiqa95pkNDGUg9fnDcxTzbKahd7zr3+FNm2w7duHc8aMQAJWiYOSPmnUmqIWjcbhPjU1lT59+jRQsxYWFjJgwICI13300Udcf/31fPjhh1xUt4hFg9/vZ+XKlbRp00Y35/r3bRA2XFMTFL5kjvYS4upgHYdIw7PPhu7dRRqe99+PzUGLE6lRWbS1pjeQeBjJIayDtdQfvvkGdgiTZzzC+tUGYMjPNaodtDiaW4JDDCdved3TSOkl5FAb9Sk/1/B2UMHBcKf/cGNz9mwR2da0aTBkUAajg3LUzpPyc5W0gzS868pTRuWgtPoEGJ8MWuKQ5khTvOE0OuJSUhjI7x2A0wljx4rXMsf7xuBw32iEL4Dx48fz9ttvM3nyZNatW8c999zDzp07uaUuOeWECRMYNWpU4PyPPvqIUaNG8eyzz9KvXz+KioooKiqitDToj/Too48ye/Zstm7dysqVKxk9ejQrV64M3NMo1Hhq8PqFI3qgA332mcho3q5dQLshRzxDduORU8lmC+YJjZZIUGu6Cz/+kIGoB2oXOnlYf0IWuq5dRQ4jv1+kIalDvBZbpf1Bfq7RAqAVOBgpdEybJiKAO3UionZDDj3RjkYtdFqehdFJNcM+Cym9xI03iki3BHGIVzucdBKceaZQ6MmGdwisNDZVCaFx2hg5bI7wEbhjx4ostgsWwFrhH5ys7WgwRowYwcSJE3nsscfo2bMnCxYsoKCggI4dOwKwb9++kJxfb7zxBh6Ph9tvv502bdoE/saNGxc4p6SkhJtuuolu3boxZMgQ9uzZw4IFCzjttNMM5R62fp0kqd90E6Q0tAAbPbF6fJ5ABI/aVBNun5tab22Ms2HUKFF2aO1aWLQo/DlqtS2ZzszAzs8SQkeiJvibbxb/pSRRceSgZYdvBQ5x1bbE4hAj/YiUXuLmm8XaYAYHtVCbegTiqH2TOGzbBpLTtDQm6sFo7ZsuQVjhs5C0X2+9JbIN1YcmrbTBY1OXRtjgPhkxAXK7dnDxxeJ13aBL1naMA2677Ta2b9+Oy+Vi2bJlnH322YHPpkyZwvz58wPv58+fj9/vb/A3RSpNATz//PPs2LEDl8vFgQMHmD17Nv379zect9QJspxZQpBYvRp++kkIXVKBxHqQOnyVuwqvL3r6BiVQW8C4/nlKBlNeniifAuETCcoTKCrlYLPZjN/RaVlkEr3QXXKJSLy6b1+gcrnRu0o97WCJhc6oRcat3fQZjsOqVSKLudMplDWKOFggz5cVnkUDIfTNN4UGePBgiBCBbviGIM5mR4DLL4eWLYXZ8ZtvDOIQp/lByybV6NxzUdtBkmTfew8qKuJW99RINDrhq7GigcAhSSaXXgoR/MvkHd4Ic5vEwWl3kpbSMGAgHFLsKQFVr9KJTRoHn33WsO5ptac6UI7FTL8SLb4tCTf5pabCDTeI12+8EXKuUZOKJUwbVtL4GNQn63zDufRSscAq4mAhk5+pz0Ku8XG7RekMCPo0JJBDPJ9FWlpQMA+3UbXC2NQ0TxrcJxVtCAYNEuWmysrgo49C5mqj/ISNRlL4ShBCJvfycpg6VXwQxtFeQnpKOg6bsFcYseBrWWBA/W6qd+9g3VNp3qzPAVBUwLg+ByMGtNvrFlGLWMPsGPV5SM6kdQ7HVjL5mcohTto3VYttBPNKVVVweEuPTwks8SwSoPGJhZAF/5tvRGHMVq2CpqUwsJQGUIXgc/PNwld2zhyRlkQOPWZHo7VOlt+c2e0hDsfZdYFJXr+XGo/xdZqNQFL4ShBCOvEHH0BFhXCqHjgw4jU2m81Q+7mWBQa02fDldU99spRfcg5KI3ik89VyiAT5QqVlZ2vExObz+5RN8McdJ8wtfj+89ZYlTH5WEHziJghraYd6kWWffQalpcLRvq7usyJYwuyowfwaV7OjpEK84QZhw42AuAmhcRZ85MEYdcrthhw0aGOt0A4urwu3V3/2eMXaN1nl8qyVwWTGVnW6TwpfCUKgAzmzg6NM2vZEgZGDScsCI+egphOPGCHSVW3bBt99p5+DkTs66R7yCEYlMFIAlBdjjil0SE7GkyeTZ880jIP8PlbY2ZrpWGxkO0hlWseMIWL2cqM4xMv8agWz49FHPDBrljgYwS823hwSYQKWNqpTpoCsal1wU+LUtkGU3Dv0QE/qEfn1eqD4WTRvDldeCYBj0uSAZcWqTvdJ4StBkCaFXnt9ojBsaqoIDYwBI7UMWiZWOQc1nTgjI/jzpMUo0RwiQctiD8Yu+BIHu80e2/w6bJgwuxQV0W/5AcM4uDwu3D6xMzXVqddCZke9Jr/ff4cffxTRjZK7nlJYwexoJV/IvrNXC43veecJDXAUWMEnVOJQ46kJFAZXgqFD4eij4dAh+Oqr4HE9/QFCN3haERB8VAiARqflUTVf33ST+P/RR7T2GZsT0Wgkha8EQeqEF/9Ql6H/8suFpB4DRmoZtEwoejhI/i5ffy3cNozgYOROKt6+b9EgN7XFLF0iC5k7a/Y6wzlIPJTCSG2sPHu1JfIZ6TT5STmb/vKXiHE0EWEFs6MuHx8DTcB2H3SfsUQcUOA4Z7SDtR5/K4mHUqSkwOjR4rVkZQVtm8SMlIyAO4eZa4aRm2VV4+LMM+GEE6CykqvWhF5vNSSFrwShvLacLBecuWiXOKDQE9fIXWWiTX4nnQT9+4scNlJ2Dy2TOxhrVtDq+xYPvzPFHMaOBZuNzr9updMRY83Q6SnppNgb5pmLBCO1LfIoXrPMjvLqE3rMbTU1ItId1DnaS7CEyc8iKVgu3AxZ+4+IDepllynmYFQiZi1zRKojNVCAW21b3Hij8ECZOzfoeC/536nhIE/LY6a1xLS50mYLDL5rF1eEXG81JIWvBKHcVc6ItZBe4xYhseeeq+i6eJjbEmnykxaht94SjvdadvdgsO+bVrOjmabPTp2grsD22OUmqPNliIcGMGL26ggwcoFxeV2B6hN6TH5ffhksWKEko319WCHZrB5zm9JEzEo4jF1W92bUKOFEHQOZzkxs2ALX64XmyHCNz6Njx2CfkbSnWjkYOVdqCcCA+PjoKm6HUaMgNZXuO6vptTep+frTo6K2gpukCaVOi6EEcTE7JsDhXsLw4ZCbC1u2wLx5iZ/UwkGzKj0OHFQJwnX+DDeugOrK0hgnx4kDBu9qY2WvjgAjtS3ye0i1M5Wg/riQTEajRyvLaC+Hx+cJhMRrMTtWuisNcbDW5GguG0dGPI+Mg8X8ZWPdG4UqRKMTMevW0OvYqL7zDtTW6rBUxGFsmCkAqn4WLVoItx7ERjXp8/UnR97GHZy+B7wOO1x3neLrDHW4N8Hkl5UFf/ubeP3WW9ocOEM4mDGY6xCXyFM1k9rFF1PToimtKqHX0p2xz48HBxpqfMzkYOS4yHRm4rArl5rk42LTJj/z5ok9ldKM9nJo9b+TL8x620JefULNgq8lEXM0DPvpMCl+qDy9N3Trpvi6uGzQtGroNcyVf/kLtG4tElPPmKE/NZAV1gzTnoVkelwNNSWHdHOIB5LCV4IwYJbIO7L9nB4ick0hjFzodDvca+Qg7ei++AIOHPDr42Dkbs4C5jZVHJxO9g0fCsDF8/aawwFjTX66tW+JduiVQerDXr+XN94SZssLL4QOHbRzUFN9AoxNxKy1+gQY2Cd8Pq5ZKurP1lz/N00cDHULSOCmQF6K6s03raF10js2TNO+nXsu+9vkklsLHWYt1s0hHkgKX4lAdTVnLdwBwLYrBqm6NC5Rfgm23/fsCaeeKjLe//rtiaZwkMNq5jY1KPnbFfiAfhsqG6bEThCHuJg1NArCasP6o3JQucgFTJQeJ+9OEVOpFOmulYPaZ2GkuU1r9Qkwrk945symUzGUpIGtLmdTojmAOWZHCEY9zpkDxfuahNxTLQdLONybZamw2fg5vwcAPab/rJtDPKBJ+PJ4PHz33Xe88cYblJeLhtm7dy8VFdZ0bDMdn31GTpWH7XlQfnY/VZc2dod7CdKitHZWf/BbYzCbmudLI4e0zl2Z3bnujTwuXQ8HHbt7vWH9ejlIPPRAqzDusDuEkLLxYg4dtNO6NVx0kTYOWttBfo3efilf5NRUnzCSg/ctkYB6ag/IbnKUJg56+4PP76OyVkRMJtLsCHDssaKgBcCRny4LuWeiOMihN9WEmSbgdUNPpdYO7dfvE5XuLQbVwteOHTs4+eSTueSSS7j99ts5ePAgAP/73/+47777DCf4h0BdltG3e0NORp6qS60wkIzQvl11FWRnQ9neNrDjbGsM5kbIITs1mzf61L2RPHN1ctA6ufvx607kqJWDnrD++tAqCAeuWSbs6jEq4ESF1gUGjNOOm87hwAFSZxQAMOXUFFXVJ+Qc9AqAVe4q/GhzjzBCAJQ2qjW/XA3eFFNzbOmtimKmlcDWqhVfnVD3RudGNR5QLXyNGzeOvn37UlxcTEZGRuD4ZZddxty5cw0l94fAunWwaBFeG7zTy1xzm2ZVugH2++xsuOaaujfLbjKFgwTdDvcmTig5qTl8czzsyQEOHgxNia2Rg9o+meXMCoT169a2aOQABmp8ND4LgLTyrrBFpACRTEaJ5mCUuc10Du++i83tZsnRsL2juk2qYRxk19ttdjJSMmKcHYGDjj45bBi0bOmH8raw8SLTHO61JkAGa2xUc9JyeFPaqL7/vqh4byGoFr4WLVrEv/71L1JTQ3clHTt2ZM+ePYYR+8OgLmlL4Qmp7M01t6yO2Tm2AlHjv1+Bv7KZKRxAh59R3eA3Iqxfz47S64DJveoOSEmBNEBrfzAykaMebYtRE7zWyR3A9eu1gJ2eAw7FqoATFVYyO+rhoPlZ+P2BvvxWb40cDO4PatOfSNeAPgEwNRWu+ptIO8LysaZtEkMSIJsUEe33+3XNld93gr1HZUBZGXzyiS4uRkO18OXz+fB6vQ2O7969m5wc9QPmDw2XC959F4A3e5scRYSOCB6DJrU+fSC9/e/gTePngs6xL4jAQa+fkV5zGxDwCUk0B6fDSZojLSh8FRaK6uUaoFUDKL/GKJOfFTiondw9Hiiu88sZeLm+4AfTTX4GcdC82C5YABs34snK4OOTdPYHo4RQEzcEl117WLzYPJS9u5VXnwjh4NbHQRpXDpuDNIfyCFww7lnII3C1KC78dvj6zJbigLzIsAWgWvgaPHgwEydODLy32WxUVFTw8MMPk5+fbyS3xo+vvoLDh/EffTTTjxURWY3R3GYUB5sNMk//AICCae1RI0NJHDw+Dy6vSxcPrTv8kLppJmsZtjeFinP6iwOTJpnCQX4PrdC6IZBfo3eh02pu+/ZbqC1pCZkHOeGMDaZwgD+I2bHOJ2dX/plUpuk0Q5vZDgaNixbtiuGY78FvVz28jdqUyDXCajWARmshAbJSlSdAhuCz+OTUTFFAc/FiWLNGFx8joVr4ev755/nhhx/o3r07NTU1XHPNNRxzzDHs2bOHp556Kh4cGy/qJO2akVfjrcvdaJbJz4gInmpPte6wfv/JH4Czku2bMvjxR+XXyTOPG7XYajG3GW7q0rG73juibrPzzjtCDZNADoZpWzTUr6vPQe/Y0NoOAR/eU96lBn0VB6ygbdEljOvhcOQIfPYZAOsuOUMzh0Cf1Knx0WOGNrRP9hHrx+TJ6oa34WZoPZpQgwThLGeW6ghcicP2jBrhSAeWcrxXLXy1bduWlStXct9993HzzTfTq1cv/vvf/7JixQqOOkpdaPAfGlu2wPffg83GkWuEaSLNkYbToS4cyihzmzyCR6vfGRhgbrPthZM+BtSNg0BYP8bt6Ew1denYXUvX7DynlyilsXevUMMkkIPR2hY9QodhZkcVi+2ePTBzZt2b3m+b6ndmtBCqtvqEbg7vvy9cNE45he1dWoTcTw0M7w9mC8LdvsSRVczu3TBrlvJrjdoYGaEBNHNchDwLKYT0vfeguloXJ6OgKc9XRkYGN954Iy+//DKvvvoqY8aMCYl8TIKgI/SQIZS2bgLo68Q+v49qj/ZOI3Viu82uOoFiqiOVFLvwO9Azwdd6a3H73IEd3SefQHGx8usN9+lo5M7NZTaXKCILmhzvTXWwthAHLcL45MmiUPzRJ22GlhusYeoyShBO5Ljw+4O7sJtuolyPRtgC0a+GPouUWlqdMRtQ565klBBqhOBjGe3b4MGienlJSUDLajZUC1/Tp08P+zdjxgwKCwvZptH59w8Ft1uYggDGjtU1qckFJT2LjNYCxmCcuS0wGRy9lJNO9lNTA1OnKr/eCA7y8GlLRNjpNfmNGSMOzpwpNGAaOFjB5KeJg9McB2ufL+hm1/cvKwHjzK+6+qRR5rZEjouff4a1ayEjA6691hqmcAtpIY8dJNI3zZwptK1KYPTGqLFaCKR2cHlduP3eYLi9RRzvVQtfl156KZdddhmXXnppg78LLriAzp07c84551CsRqXxR8M338D+/aKG47Bhujqx3WY3pCPr4QDG7OgkDunOdG6+SQiAb72FYsd7IzjIw6fNmlT8fr9xJr9u3eCMM8DrhSlTVN3HEiY/I/J8JXiCLyyEHTugSRPoO0iUDTNT29KoI08lrdfw4ZCXp4vDH87sCLQ5ppSzzxYC/+TJyq412xcSjEvLY4QgHLjPDTeAwwGLFon8myZDtfBVWFjIqaeeSmFhIaWlpZSWllJYWMhpp53GN998w4IFCzh8+PCfO9u9JFlffz04nbo6MRgzmKzG4W9/g/R0+O03WLIkcRzk4dPpKemqrzdiV1njqcHr94bcTxcHaUf39ttillYIw/wpdKAxcpDkhZEjoVmucLewghm60XEoLYVp08Truj5siumzHixjdqzjIB/eYbI8NeQgE0L1+AnreRZGpeXRI4ynOlIDVRLKa8uhbdtg/S+NEeJGQlOG++eee47zzz+fnJwccnJyOP/883nmmWf4+9//zhlnnMHEiRMpLCyMB1/rY8cOmC3s9JJJSE8nBmMWGStxyE7NpkkTsdkF5Y73RnDQk0BRug6MEUIhNIpTMYf65rYrroDcXJHva948Rffw+DwBH0Ir5FSyAgclG5P9++Hrr8XrsWOtYYa2AgdNJr8PPxRZx7t1gwEDxPU6zK9WyndmmMYnNYfLLxda1p07hdZVKQev36srLU9gbGoIwJCn5TFivtaqNGgwNiRJ9t13RZCHiVAtfG3ZsoXc3NwGx3Nzc9m6dSsAXbp04dChQ/rZNUZMnizsaAMHQmeRSFSPXwsYs5vSy8EI00Z9DYM0Dj7+WCQgTgQHPbt7MMa0IXHIdGbisDvUc6jfH7Ky4NprxWuFkqx8QjTLudnv9xti2kikpmPKFBH2368fnHyyNXxbrMBB07iQ+urYsSIJoIEcdGl8DEi5AcZofHLScsjICMbVKBne8rYzcr5WA7mfsBGWCt0WG6kdLrxQaMAOHYLp0zXzMgKqha8+ffrw97//PVBQG+DgwYP84x//4NRTTwVg06ZNtGvXzjiWjQVeb9AwL4W2os+HAIzZ0enlYIS5rT6HM84Qm96qKrEJjsnBQM2XYTspq3CQJNkvvxQTi0IOTruTtBR12avBmD4pz16tK69TgsyOsgo4geZutCY/szksXw4rVohaOpJkYRAHwzQ+GgTA9JR0HDZHyH2M4CD1t+nToago+rXytDxGWSq0wMh1S7fiQnoWKSnC9wtMz/mlWviaNGkS27Zto127dnTu3JkuXbrQrl07tm/fztt1M1NFRQX//ve/DSdrddjmzoXdu6F5c7jsssBxvZ3YyB2ElTjYbMFgPSXjwIhFxqgJxXIcevWC3r2htlbkTYozB0M0gLJr1aY/MYqD2+sOLNSxhOEffrCxeTPk5MCIEeKYlUxdVuBQ46lRlIjZLvncXH65mC8N4CA34Rui8dHAQV731EgOJ50ktK0ej7K4GkPcI3SYgMFYi42h7jKjR4v/OkqzGQHVwlfXrl1Zt24dX3/9NXfddRd33HEH06dPZ+3atRx//PGAiIgcOXKk4WStDvt774kXo0ZBWlCbYJizu0kTiuEcZANp1Cix+V2+XPzFm4Nus6MRAqBBHBosttL2WEEIadw4qIB8V6s2e7XRHCQe0TBpkuB4zTXC0gvGCIA+v0+XW4BRiZiNMPlJPKLBUV2N/WORaDnQZw3gEJKI2QhTl5ljIwwHNXE1Rm6OtLaDIRtVnZqvsGtGp04waJB4LaWEMgGakqzabDYuvPBC7rrrLsaNG8cFF1yA3a7pVn8o2ObMES/qTygG+RkZYvKzAgfZRN2iBfz1r+J1LO2XEfmMjPJ9M8rpXw+HBpPa1VdDZiasW4ft55/N4aACVuIQq/pEWVkqX34p/JJkHgWGCONy3yA95jY9iZj9fr+uOSItJQ2nXbRfrLFx9I8/YisvFz6x554b8pmV5ilTrQRhOIwYIbSuW7YILWw0WMLkZwUXjUiCsGRyUVu7yUBokpgqKyspKCjg9ddf58UXXwz5+zPD5vMFHZlkMMzh3sSFLp4cJFn1gw+gIso4NUTzpdOB09AdpdEc8vICIaT2GKHUf+h20MIhxmI/f347amtt9O4trLsSpD5Z662l1luriYO8+kRGivpKIXKTrda2qPXWBsyF8daOd5Q2qWPGBBztJVgqMMgKVgIZB3lcjaSFjQQj52szzY5x075deqkwd+/Zg+377zXz0wPVwteKFSvo3LkzV199NXfccQf/93//x913380DDzzAxIkT40AxFK+++iqdOnUiPT2dPn36sHDhwqjn//DDD/Tp04f09HSOPfZYXn/99QbnfP7553Tv3p20tDS6d+/Ol19+qZ2gfFtchz+Cw70hHCIstueeC8cdB+Xl8NlnkXd0Rqjz47aT0sIhHmaNuh2d7bPPSKmMHG0VVw4KYRQHPWH9ShZ7vx/mzDkGaKDUVmVuiwS5hkFL+pOQRMwaF1v5dVmp6tOfgMIF/7ffaLZxI/6UFJEHUQa91ScUc4gBq5odIdj/vvrKRllZamQOBqcG0gIrad8aCIBpaYFAD7sCH9l4QLXwdc8993DxxRdz5MgRMjIy+Pnnn9mxYwd9+vThmWeeiQfHAKZNm8bdd9/Ngw8+yIoVKzjrrLMYOnQoO3fuDHv+tm3byM/P56yzzmLFihU88MAD3HXXXXz++eeBcxYvXsyIESMYOXIkq1atYuTIkQwfPpwlSjN/yuDPzRU5l+rBis7upnCIMJDs9qAWONqOLp4clMJQPwYN+XNichgwALp1w1ZVRbsoGxMj20Grn5FRHEB7WL+STcnixTZ2784hM9PPNdeEfuZ0OElzCP9OzcKXTg2g/Fq9HDJSMgJ1XOPBwV4XDe6/+GJRAUSGkPQnJpkd5eZXK86Vkua1ttbGvHntI14fLx9dNTCiHeIanS5tVKW8nAmGauFr5cqV3HvvvTgcDhwOBy6Xi/bt2/O///2PBx54IB4cA3juuecYPXo0Y8aMoVu3bkycOJH27dvz2muvhT3/9ddfp0OHDkycOJFu3boxZswYbrzxxhAhceLEiQwePJgJEyZwwgknMGHCBM4//3xNWjzflVcKn5t60NuJrTCQ4s3h+utFFPCSJXa2bw/P0VCzo5l5vuLJQRZC2jFKRkajTH4en0dzWL9eDvJEjpo1Pgo2JW+/Lb7jyiv9hElxqLtf6jW1NRoO1dXYP/gAAJ8UcRaGg8PmCAi0hnOIgRpPTTD9icXMjhIk7VdhYceIcTWW2qgaMFfGZbPcvTsMGCDchUyA6i2O0+kMqMZbtWrFzp076datG3l5eRE1UEagtraWZcuWcf/994ccHzJkCD/99FPYaxYvXsyQIUNCjl1wwQVMmjQJt9uN0+lk8eLF3HPPPQ3OiSZ8uVwuXLLsuGV1GUJrr74at9vd4PzArtKeEfbzWJD8QMpd5ZquByhzCY4ZDo0cHAZwqInMoXlz+MtfHHz1lZ3CwmMYO7bhd0gcKmordLdDZkqmpnuk2YNaDr3toJmDTXCo9lRT46ppmKj16qtJuf9+mmzZQvUvv0Bd/j05SmtKAchKydLEIdUWNHkUVxbTIrOF6nuUVtdxcGrjAGJyLXOVUVxZTMv0lqqvL6kuEfdxZoflUFICn38upsnrr6/F7XY0OCcnNYfD1YcprirW9DuKq0Qd3OzU8ByUQFpk9HLISc3RzqFOk1tcHZ6Dbdo0UkpKqGrZEs45B3+9c45UHhEc0nLwaHSCltJNlFSXaPodEgcQfVzLPbJSBIfSmlJN13t8Hmo8NQCk29Mb3OPKK+Hee1PYvTuHBQtqOOechvfITMnUxUGeADkcByWQOJTVlGnuU/HmYLvhBoggP8QbqoWvXr168euvv3L88cczcOBAHnroIQ4dOsT777/PySefHA+OABw6dAiv10ureqrqVq1aURQh61xRUVHY8z0eD4cOHaJNmzYRz4l0T4Ann3ySRx99tMHx7w8cILOgoMHxw+WHAVixdAUlv5VEvG8kbCzdCMCu/bsoCHN/JSg6In7P2uVrsW9SH2extmKtuE9xkWYOO/cL4Xzjmo0U7G54jx49juKrr/ozf347vvlmNmlpoTuSndXi+sPlhzVz2LJrCwDbNmyj4JD6exxxi8m53FXOzJkzNfnorNshirru2bqHgkr1HGp9QcfuL2Z+QZajoY9O39NO4+gff6To//6P1Tff3ODz3/b8BsD+3fs1t2WqLZVafy0zZs+gVVqr2BfUw7KiZQAUFxVr5uD0iQi7WfNmsTlzs+rrfz4kokIrjlSE5VBQ0Inq6h506FBGSck8wtH0u4T64ftF33M457BqDouKFwFQW16ruR1qy0WfWLhkIf6N6s3AK8pWAOCr8WnmUFksTL9Lli+h6c6mDT4/4+mnaQHsGDSIjXPnNvh8c5V4fineFM0cSvaXALBszTIKDqq/R5FLzJPp9nRmfTtLE4cDew8AsHr9agrK1XOo8ARNZAvnLgxEkcrRv39P5s7tyBNPHKCyckWDz/fv2w/Amo1rKKhSz8HlcwU0gD/N+ymw8VWDXQd2AbBh+wbNz1PaJP7y4y9sT92u+vqth0XVna17tobl4MjJoX96OtTUaOKnB6qFryeeeILycqHJefzxx7nuuuu49dZb6dy5M5OVll3XgfqLnd/vj7oAhju//nG195wwYQLjx48PvC8rK6N9+/YMHDiQ5rKEgRJq14qJceh5Qzm26bER7xsJ6dvSeXLbk6RkpZCfn6/6eoA7t94JNTDo7EH0adNH9fVtitrw4OYHwYlmDg+9/RBUwjn9zmHwsYMbfH7BBfDOOz527UqlvHwIl10WKiTuKN0BG6DWVquZw/NTn4cy6N+7P/knqr9Huasc1oIPH+cNOY8Mp/pJacrnU6AY+vboS34f9Rz8fj8pa1Lw+DwMOHcAR+cc3eAcr8MBF1/MMT/9RLuPPmpgDp9eMB0OwiknnEL+mdrassnGJhyoOkDfM/py8lHqN14Lv18IRdC9c3fyB2nj0GJXCw4fPkzPU3tydsezVV+/dvFa2A2dO3Ru0Kf8fnjoITFFDhmygyFDBuN0NlwI/3vwv+zYs4NuPbuR31X979i3Yh/sgA5tOmju129+8iZrN6+ly4ldyO+p/h4162tgK7Rt0VYzh0+nf8rPpT/T8fiO5Perd4/163H+/jt+u52d55/P4MEN23L+9vmwEVrkttDMYW7hXL478h1tj2lL/kD191i1fxWsgyYZTTRzWL5wOV8d+IqWR7fUdI9dZbtgjSgMfclfLgl7Tl6el7lzYfHi9nz8cRua1pN11y5ey6f7P6VFW21tub9iP6wWry/7y2Wa8vDtXbGXKXunkNsyVxOHWm8tnpVCAzrsgmE0zWgo0MdC1boqXt71Mhl5GRE5HGnaVCw+CYZq4atv376B1y1bttQs0apFixYtcDgcDTRSBw4caKC5ktC6deuw56ekpASEpEjnRLonQFpaGmlpDX0SnE5ngwnF5/dR6RY7wqZZTcNO3rHQNEt0uoraCk3XQ9Dm3SSziaZ7NMtqFriPVg5Sfq5IHJxOuOEGL489Bu++62T06NABL3Go8dRgc9g0OQZXeiqjcoiFJilNAq9r/DXkOsM4AcVAlUdEdOVl5Gluy+zUbEpqSqjx1YS/x+DBVLZqRdb+/Ti//jqkhIthHNKyOVB1IDKHGJByUuWm52rmIPnNVfuqdXHIS2/YDr/8AqtXQ1qan3PO2YXTeULY78hNF32g2quNQ5W3KiIHpZA4VHmrtLWDV/+zyEvPExw8YTi8+y4A/gsvpKZFi7BzZbUvzhwUoMYnNCDZadmaOTTJaCI4aHwWEoec1JyI1w8YAB06lLFzZy6ffOLkjjtCP5faodJdqYmDyy/carJTs0lL1eZ/J7WDVg7lnqCfVtOsplHz8EVC08ymMTmk9FGvjDACqsXZ8847j5KSkgbHy8rKOO+884zgFBapqan06dOHwnpOxIWFhQwYMCDsNf37929w/pw5c+jbt2/gQUQ6J9I91SIkgaJeB06NzpN6CxjLOejJoq2Ew/XX+7Db/SxcaGfDhvAcQLsTp14nb7vNHvArMYuD/NqIHOx2dkpZnMNkr00IhxjQm/7EUA5hgh/efFP8v/xyPzk5kf1N9IbU6x2b8mtN5RApxYLLFRC+fFJYc6I5KISRHOIZ/GCzwZAh24HwBS30ptzQ62wvv1bvPBkrAbIiDjrrnsYDqoWv+fPnU1vbMJlgTU1NzJxbejF+/HjefvttJk+ezLp167jnnnvYuXMnt9xyCyDMgaNkO/xbbrmFHTt2MH78eNatW8fkyZOZNGkS9913X+CccePGMWfOHJ566inWr1/PU089xXfffcfdd99tCGfpodttdtJT0jXdQ+/E6vK6ggkUdUbY+fEHcvGohZIov3btoHdv4a9QX2ZIdaSS6hCO3ronV43tIL/W6hx2nn8+frsdFi2CdetM4RANVuJQf5EpL4ePPhKvR4+OHg2lWwDUGdElv9aSHL7+WhR7b9sW/4UXJoaDzuhXPX0yURzOPXc36el+Vq8WWtpwHKwghJo6PxiQ7yxeUCx8rV69mtWrhRH4999/D7xfvXo1K1asYNKkSRx9dEPfEyMxYsQIJk6cyGOPPUbPnj1ZsGABBQUFdOzYEYB9+/aFRFx26tSJgoIC5s+fT8+ePXn88cd58cUXufzyywPnDBgwgI8//ph33nmHHj16MGXKFKZNm8bpp59uCGd5J9binA3Bzqc1i7a848mLz6pBpjMTG4K/lknF6/MGTDyxJtchQ3YAYrPsqpfFQG8ItaE7OotzqGnWDP/QoeJNvYz3f6Z2UMKh/iLz8cdQWQldu8KZZ0bX9BrVJw3RAFqRg7SLuvFGkU8mFgcDFlu9mlA9fVJ3zjWFzyI7281f/yr6pqSlrc9Bt3beTCHUgD5pRLqLeEGx00zPnj2x2WzYbLaw5sWMjAxeeuklQ8mFw2233cZtt90W9rMpYcq9n3POOSyPUbH5iiuu4IowyVGNgJGdGMSAbpbRTBOHTGdmw7QECmGz2chOzaa8tlzTpBKSQDHGYOrTZz9t2/rZu9fG118HKuYAoi0OVx/WNJiMML/Kr7W02bEOvtGjsc+cKSTZ//wnUPDdEmZHC3Gov9hK8kKYCjgNYJiWwYA5wnIctmyB774TjRgmt1dYDgYstlbQ+CQi59ro0T4+/NDOxx/D889DTk4oByOqLmiFUaZwXRzqVcHQEjgQLyhmsm3bNrZs2YLf72fp0qVs27Yt8Ldnzx7Kysq48cYb48m1UcKITpxiTwmYLLUMaCM4gL5JReKQYk8JmA4jweHwc911wtRT3/SoZ1Kp9lQHwqeN0LZYbqELA/+FF0LbtsLsM326KRwiwaocVq4UZhynE667LvY99C62hix0FvDxCctB0rgOHgzHHBOdgwFmR93tYMCGQG+fVLNhP/NMP127Ci2tZCaXc9DaDkYLoVr8hI1QXMj5a62CES8oFr46duzIMcccg8/no2/fvnTs2DHw16ZNGxwObRqVPzqM6MSgbzBZjYMS8+sNN/iw2cSmeetWYzjIF0et9etA3wTv9roDGeETssikpMANN4jXMknWyJ2tqQt+HMxtUjNddhm0VJC3NbDDdzf+8kKGcnC74Z13xOv6RTHDcbBQAIbV+mQk2GzBppVvVI3qD0ZsUr1+byBprCoOBjyL9JR03VUw4gVFZsfpsh1zLAwbNkwzmT8ijOjEIAbToapDmgaTETsIiQNoG9BqORxzjNgsz5kDb78NTzyhn4Ncja1H/WwEB4lHQjjceKMwORYWwrZt+I7paAmHWkMWfIM0HdKzqKqCugo4SuSFkGstXdrHDA4zZ0JRERx1FChYF6yqCdXDIVbOyGgclD6LUaNgwgT49VdYsQJ69QpeW+OpwePzqE7LY8T8IPcvrqitUJ0T0QgONpuNnNQcSl2llnO6V/RELr30UkU3s9lseL1ePXz+cDBiMMuv1zK5GjGx6uWgZRczdqwQvt55Bx59VJiBEs0hHPQsdBIHeeRm3DkceywMGiTUiJMnU/Xvfza4jy4OOk0bVjIBf/oplJZCp06gNHOOUSY/I6I+LcVB8gK//npIjd3XrWR+NWJD4PP7qPZUk+lsWO83KgeVm5KWLYWW9pNPhPbr1VdDn2O5q1x1glIj+oPD7iDTmUmVu4ry2nJaZqkr/2WU0iA7NZtSV6nlnO4Vbf99Pp+iv6Tg1RBGDGbQt8gYzSFRps9hw8TEUlQkNtF6ORihaZFf36g4SPmV3nmH8kpRx89us6teGMJy0DCpuTwu3D6RO8sK0W3SfSR5YcwYsCtUjloix5bVzI47d8KsuvI8UXJ7xYuD1shwIywVIZHhOjZoasbFTTeJ/x98IPy/9KblMdJio5VDYHPmNEhpYDGzo3Vc//+gMLoT61nwzRxIWjikpjZ0VzJiMBuxkzKbg2qT36WXiurle/bg//ZbQPwOrelPNHGQwTDzqw4OXp83kLMuOzWbtWtFjV2HI9jvlMDSObYUwmgtpP/tt0Xmz4EDoUuXhHOQ308NjBifdps94FOqZ6Oqph0GDhQK7rIyob2VX6+Jg9sYP2EjLBVmztfxhCbh64cffuDiiy+mc+fOdOnShWHDhsU9wWpjheHO7jrMjpbgoHIgSZvmb78Vm2k9mg7Doz61CMJGmz6VckhLC5QYynzvQ3M4yCBdk56SrqlMlBEcpLJfIJ6pJOAPGwZt2ii/j57+4Pf7DTf5aYosM5CDwwt+qc6vpJJJEAenw0maIzSdihoYZSXQtVHVwMFuD86VRmxUjdqwG2GpMExx0RjNjnJMnTqVQYMGkZmZyV133cUdd9xBRkYG559/Ph9++GE8ODZqGL3g6xrMZjrca5zUunSBc88Vm+jJkw3SOpk5sRptdlQzodR5kOd9t5DW5SZxqIOp7VCPQ4o9Bb87jffeE8eVOtpL0NMnazw1gfQnRpjbPD6PrkTMejhkpGRgt9m5cDPY9+wRmtbLLlN8vWF9Qs9cadSCr0fjo9HX6frrhdb2p59g7VpzNsv1octSYbD2rdFrvv7zn//wv//9j2nTpnHXXXcxbtw4pk2bxn//+18ef/zxeHBs1DC6E5u6g9Cj8dHBQVoMJ0+GrJRcUzjIYcSkZhQHVRNKt25wxhnYvD5uWPEnNb+G4ZCdms0XX9goLoYOHWDIEJUc6sZmlbsKr0+d36u8H+tJfyK/Vu3Y8Pg8gVQAevqllIh5rJTT+rrrAkl9lcDosaHLN9WgsZEosyMIba0UVPrWW8Zo6M20llhB+xZPqBa+tm7dysUXX9zg+LBhw9i2bZshpP5IsILDvVE7CLNyjf31r9CsGezaBduXddXMwTCTghGTmlHRr2o51NkmxiyHnBTti70uDrJrjJxY1Zrb5P1B7mivNmWh/FnKTZmKONQtMFnOLF3pT1LsKWSkZITcUy0H0N8vu1Rn8peNdW8UOtpDveoTRm1U/0RmRwnSRvX99yGTZto5GLxhN3WD9kcxO7Zv3565c+c2OD537lzat29vCKk/Eqxgt7aEw70OoSM9PeCuxE9fnaiZgyVU6WabPocPx5WdwbElcOZG9YkPw3GwgtlRCuvXwsF55GQWLBB+M2oc7SWkOdJw2Bwh91QKo/okaN+gSefrTX8CMHK5B4cfSk7tITStClHprsSPEJ6TZkftc+WQIUJ7e+QIlK0cpJmDJSw2FlBcxBOqha97772Xu+66i1tvvZX333+fqVOncssttzBu3Djuu+++eHBs1LCSGtswDiaY26Qd3bIf2kB5a2uosRsjh8xMfr+wDwAXzd9rCAeX14Xb61Z1rVEmJrm5TavQUbX0GgAuugjatVPPwWazadYCGqUBBO2aSMM4eL1cubgMgG1XnK/qUulZ2LDpSn8C2ufKWm+tIelP9HAAfWPD4RA5lQF2zb8w5H5qYImciBbIFBBPqBa+br31Vj7++GN+++037r77bsaNG8eaNWuYNm0aN998czw4NmpYyuHezB2lTg7du8OAAeDz2mHFDZZoByuYPqUs2mqwJL8HAH1/2S2SqOnkIPFQA6PMr3abPZBJW7W5rbYcPKkc/ukvgHpHezm0aiKN0gBagkNhIW0P11KcDpsGnqKJg970J6BdIys/3ywrgc/vC5iutT6PG28UWtz9a7rBoS6mlqSzQmqgP4zD/Q033EBubi4LFy7k8OHDHD58mEWLFnHJJZfEg1+jh9Gd2BIhuyZxCCyOy8dQVqPPwVoPrOBoLnHw4w/kqlKKre2y+KkdOLz+YO09DdCTyNGocQHaJ9dyVzmsuwx3RR5HHw1Dh2rnoHWHb1SfNIKDbtNnXY6D906BUru6iEsjza+a+4NB6U9AuwAo56y1Ldq3l/Xl5WNUc5AnqDVTA2haWp4EQbXwdfjwYS666CLatWvHfffdx8qVK+NA648DI0skgDUWfLN8CIYPh5xcL5QcS+m63qqvNzrlhpYs2kZNKFnOrGAWbbVmJlc5b/ape/PWW+DzaeahdWIzakOgh0NFbQUsFxL96NGiBrlW6DX5GSl0mGJ2LCqCuhrAb/U21/wqZUTX1B8wZkOgq08CDpsjkK9MCwIb1ZXXU1qpzRcSzLPYyBMgm5mOJp5QLXxNnz6doqIiHn74YX799Vf69OlD9+7deeKJJ9i+fXscKDZeyBMoNra6itE4mGXyy8yEK0a4AKhZMiqQH0kpjE42K79nojlIYf2gzdz2yYlQk50O27aJmo8aodnEY5D5VQ+H7VudsO18sPkCfjJ6OfxpzY5TpoDHw5YTWrG2lcntoHGuNGqjLL+H5nZIy9Flfr3oIshtUQFVR7Hhp66qrpU4G6oBVCmE1k+ArAd/GId7gCZNmnDTTTcxf/58duzYwQ033MD7779P586djebXqGFUAkUwL82DHPKBpNbPyCjzyk1j67rs+kvZsUeduc0obYueLNrx0PhoEQCrU2Fzfj9xQMqzkGAOYO5Ct2T6yQB06ruRjh31cfgjmB01c/D5AibHX/N76uJgSH/QKoQaGfygUegwikNKCpw1bAsAGwvPMYWD/B5a50m9GkDQ56MbT+iq7eh2u/n1119ZsmQJ27dvp1WrVkbx+kPAqASKoH1CkSdQNGoHoSWLtlG7ytP7pkHbX8CXyjvvaktoaQUTjxU47Bh+gTjw9deaHe9Nj7BD28akthbWzBG2137DVuvmoLs/GKkBTHSfnDcPtm6F3Fy2DOqji4PpZmgMNjtqFUIN4HDh8N0AHPqtN2pScFrBH1MujBsVgPGH0HzNmzePsWPH0qpVK6677jpycnKYMWMGu3btMppfo4b0sPUmUIRgJ1abRdtI+738ejUTmzyBol4ONpuNjNOnAjB1SgZqFHDxmFxNdTTXOKlI5/tOOhH69wePR7Pjvd7IMrPMjtOnQ3VpLmTvo/c5+3RzkPyMGqMGUPezkDSn115LepPm5nCQQbMgbDGzo14cd6wdjp0DwKRJ5nDQ7BNqAe1bvKFaImjXrh35+fkcPHiQN954g/379/POO+8waNAg7HZ9AsYfDfHoxKAui7aRCRQddoemLNpV7irDEigCNOk7C5wVbNucipp67kaa/PQKHVZQ6WenZgcLH2t0vLeC2VELh4CltddkmmTp00qDDj8jC2l8NHE4eBC+/FK8vukmS2idkmZHgvfoI8zB77wj9liJ5qB3g2i0MK6l6Hy8oFpaeuihh9i7dy9fffUVV155Jenp6fHg9YeAkZ04zZEWcH5UM8EbyQG07egkDkYkUATIy7PDyR8Byt2VjEygKL+HWfmt5PfQZWYaPhzy8jQ73lvB7Kh2odu2DQoL6970frvxO7vX45DQ4Id33wW3G049FXr21M3BCr5vfxSzY05aDnT9GnvWIfbuhYKCxHPQu0E0cnPm8/sCLjhWgGrh66abbqJp06bx4PKHg5GdOCS6TcVCZyQH+X3UcDAygWKAQ2+xo/vsM1FKQykHiYdeaHkWRoZPyzno2lVmZsLIkeIDDY73ltrZKpzg33677rpuP0PT7ZbQOjXKDYHfH3C0l3IbWMHcptvsaHbuOQxqh9QcSHHj6C3cNJQOb0MtBHW/Q20VjHgI4/L7WgFJO2EcYWQnBm0LnZGDGbQt+EYuMAEOR/9Ch+OLcblg6tTY1xiZQBG0aRnk5mKzTJ9+v79hv5RMjxoc7w0xfepEoE+6Y/dJtxsmTxavc/oL7akVtJBWEABVc1iwADZuhOxsuOoqfRzcxkd9at0QGK2NVWPqCvQHp3Ht4D7lVQC+/RZ27459XTxcAuT3VQIjN2fyKhhWcrpPCl9xhNFChxa/kniZHU3nYIMzLv0dEJvvWPOb4RpADTtbeQLF9BT95notwniNpwavXwRsBPrlySdrdrw3LcIuHAcFfXLmTCFftmwJ/q5fh1xvBAcrmB0TxkFSpVx9NeTkhNyjsQVggLF9Uh4Z7vK6FF8XD00oLTZx5lkefL7gxiMajIzAlfsaa7WWGAErOt0nha84wshODDq1TgZzsILp88TzV5KRAWvWwM8/R7/G8MGsIYu20eZXPc8CCOwGAc2O91r6ZEj6kwSbeCR54YYboMIr7NVW8DOyAgdVC/7Bg8LmD8G+g7ZNCcTHF7LaU60uMjxOpi5NlgoDxkVGSkYgyv6qUeK+kyaBN0aTGNknQdumIF6b5aTZ8U+CeJkdzdxBWMn06U07zJVXimOS60kkWEkLaTgHNf2h7txMZyYOuyP4gUbHey0c5H0nkea2bdtg1izxeswYf1y0DI0575uqZ/HOOyJZWt++4q8O8mehxtwWDyFUfl81HIxY8B12RyC4yCwrgdxP+Oyhh2jaFHbulAWbROJgoAAI2jYFRs+VVsxynxS+4oi4aZ1UdGLDhQ4NKn3DzY4yDlINs2nToKwscRysoIU0dEep0fFeU3+oO9dpd5KWoi97tRoOb7whzNODB0PbjsamP/lTmR19PtGYALfeGpaDz++j2qO8pqCR7RASGa5ho2r0gq/JSmDwfO22lzNqlDgWa3jHzVVFQzvEY82wCpLCVxxhpTQPf1TT5xlnQLduUFUFH34Y+Rqjd3NW0EJq2lFG46DB8d4yARgxOLhcwUSTt94aPNeo9CdanoU8/YmRGp8aTw0en8KkTmh4HoWFIqN9Xh6MGBHykbySh6Z5yoA+YbPZtGno47RJtMJ8Ld+ozpgRfXjHSwA0sx301CWOF5LCVxwRN62TmWZHLaauOHGoqK3AZgtEufPmm5Ed7+NldjRT6NBjdgzLQYPjvR4OieyTn38Ohw7B0UfDxReHcjAk/YmsPyg1t8kFNUMdrFEuBPr8vkAUruLn8dpr4v9110G9BLXyyDItGnozNyZx8zMyanOkh0NtOSfKClpMmRKFQxwFQKWI20Y16fP158AfXetkFof6QuioUZCWBitWwC+/hL8mXmZHM4WOuPQHlY73lnCmVWBSkOSFsWNF0eF4Te5+/IFcbrEgtYNR6U/kkWVKn4f8PEXPY9cuoToBuOWWsKeoFcjl6U/MdLD+I5od688R0vB+883IjveGm/yssFFNmh3/XIibw72ZTt56VMhxmlCaNxf+4gCvvhqBQ7zMjhp2c1bgELFPDh8OTZoI7/Q5c2Lez0q7WrfPHbbg+2+/waJF4HDAmDHimNGTe5YzCxtCg6Z0sTVaGJffSykHqR3sNruy9Cdvvy2E8nPPFfb+MFA7R4RNf6ITSbNjKAdpzA0fDk2biuE9e3YEDhYQQq2guIg3Go3wVVxczMiRI8nLyyMvL4+RI0dSUlIS8Xy3280///lPTj75ZLKysmjbti2jRo1i7969Ieede+652Gy2kL+r6hIG6kW8djGmOi5aJc9XPQ633Sb+f/wxHD7c8Jp4mTWsED5tqCCcmQnXXy9ev/KKYg6V7kp8fmUpKuIV9Qnh++Xrr4v/l1wizI4hHAx6FvLIMqXPw2hhXH4vpeNTziGm+dXtDoYVR9B6gXqBPGL6Ex1Qy8Ho9CdgLbOj1MaZmSLNCkTZqMYxQEop4uZwnzQ7qsc111zDypUrmTVrFrNmzWLlypWMlKKzwqCqqorly5fz73//m+XLl/PFF1+wceNGhg0b1uDcsWPHsm/fvsDfG1Ikj04kHe4JOTeeps/TT4devYRjdTh3pXg5cFrB7KgmrF/Rs5Ai2GbOhO3bFXEAqKxVVvDd6P6QYk8JaG3qP4+KCnj/ffFaHphn9CInv5daocMoIVR+L8UCoBpBePp02LcPWrWCyy4znEOD9Cc6oHZ8hphfjdosq8wF6Pcbm/4kEgdJbi4oEBqw+rBCVLbR2rekw71GrFu3jlmzZvH222/Tv39/+vfvz1tvvcU333zDhg0bwl6Tl5dHYWEhw4cPp2vXrvTr14+XXnqJZcuWsXPnzpBzMzMzad26deAvLy/PEN5Wq6toNod4mhRstqD267XXGrorWcGHIF7toCaLtqL+cPzxIh+D3x9UG0WAPJGjYnNbHAWf+pPrBx9AeTl06QLnnRc8Hk/BpzGaHRVxkBznRo+G1FTDOcRDA6hWC+m0OwN+c7o5qFzwq9zGpj+Rc5DPU126wAUXhB/eIfVnLWB2/CM73Ov38kwAFi9eTF5eHqeffnrgWL9+/cjLy+Onn36ia9euiu5TWlqKzWajSZMmIcc/+OADpk6dSqtWrRg6dCgPP/wwOTmRO57L5cLlCi52ZXUJptxuN253sHio1OHT7ekhx7Ui3ZEeuK/S+0mdLcORYQwHuwYOKtpB+jzaeZE4XHkl3HdfClu32igo8HDBBUFtUFmNeEZGtUOaTeSnqvZUU+OqUbRjL3MJDpkpmYZwSLUFF4niymJaZLYIvI/UjlI7xOJgu+kmUgoL8U+ahOfBByE9sj9QTmoOpa5SjlQeoWV6y5i8S6pLAMhKyTKkHSQOh6oOUVxZHLin3w+vvpoC2Bg71ovX6ws4GavhoKRPQlDLUFJVouh3FVcVB64zqh0kDsVVxcZy2LgR59y5+G02PDfcIEyQEZCVIkyH4dohXFsWV9ZxSDWuHTJTRPqQkmp1zyInLcdwDqXVpYrueaRSVFywYcOJM+o1SvtkhiMDEONefu5NN9mYPTuFSZP8/OtfnsDwluYoEHOcEW0htUN9DpEg1wAatXZK7VBe03DdMup5q0WjEL6Kioo46qijGhw/6qijKFKYj6impob777+fa665htzc3MDxa6+9lk6dOtG6dWvWrFnDhAkTWLVqFYVR0gA/+eSTPProow2Oz5s3j8zMYM6g0ppSAH758Re2p25XxDMa1lasBaDoSBEFBQWKrjlcJhygVi5dSelvpbo57KjeAcCRiiOKOew7sg+A31f8jmOzMrNCtPY/4haTVLmrnJkzZ4b4qpx99knMmHEcjz56CK93SeD4zv1C27lxzUYKdivjHQ21vqBj9xczvyDLEdtXZcuuLQBs27CNgkP6OYAQwGr9tcyYPYNWaa0afF6/HdftWAfAnq17KKiMzMFmtzOoRQsyDx1i9UMPsfvccyOem+IT08jsebPZkrklJuc1e9YAcGD3AcV9KBb8NULQ/v7H7zmSI/rHhg1NWb36bFJTvbRpM5uCguAku7xoOQBH9ivvx9H6JICrXGzIFi5ZiH9jbDPw0oNLASg/XG5YO1QcEYvWkhVLaLarWczzFxYvBAT3aBxOnDyZzsD+Pn1YsnYtrF0b8dyS/SUALF+zPGI/l7fl8jLxLHw1PsPa4cDeAwD8tuE3Cipi33Nj5UYAHB6HYRz27N8DwPpt6xXdc59LzJPp9nS+/fZbRd8Rq0/uPrAbgA3bNzTg0LLlYA4ezOTf/17NwIHivMO1Yr1w4GDu7LmGpGHZenir+L9nq6J2cPlcAf/Rn+b9FBCc9GBjiXi+O/fvbMChqkpZdLLRMFX4euSRR8IKMXL8Upc7IFwn8Pv9ijqH2+3mqquuwufz8Wo9L8OxUpIo4KSTTqJLly707duX5cuX07t377D3mzBhAuPHjw+8Lysro3379gwcOJDmzZsDIoGiZ6VIdDjsgmE0zWgak2cstClqw4ObH8Tv9JOfn6/oGvfvYsG58LwLOa7pcbo57CjdwbgN43DhUszhzq13Qg2cf9b59G3bN+q5brebwsJCBg8ejNPpDHtOuasc1oIPH+cNOY8MZ3BwHneciIRftqwV3bvnc8wx4vhDbz8ElXBOv3MYfOxgRbyjwe/3k7ImBY/Pw4BzB3B0ztExr5n4wUQog/69+5N/orK2i4UmG5twoOoAfc7oQ4+jegSOR2rHKZ9PgWLo26Mv+X2ic7CvWQMPP0yvxYvp8b//RTyvxa4WHD58mFNOPYVzOp4Tk/P0gulwEHqc0IP8M41ph6cOPcX23dvpdko38k8Q9/zsMyHojxhhY8SI0Ge+8PuFUAQnHnci+YOic1DSJwHe/ORN1m5eS+cTO5PfM/bvWvPTGtgDXTp2UTyWYuGzGZ/x828/07FLR/L7x77n3hV7YQd0bNMxMofqalLqvLRb/OtfMbl+X/g9hUcKadOpDfkDQ88N15bV66phKxzd4mjD2mHlopV8eeBLWh7dUtE907elwyZomafsfCXYuWwn7+17j7yWeYruuaJoBayDpplNY56vtE/uXbGXKXunkNsyt8E9166189BD8PPPvXj6aTF3rD+0Hn6HnPQcLrroIgW/Mjaq1lXx8q6XyczLVNQOByoPwGrx+rK/XBZwa9CDtG1p/Hf7f0nJSmnA4XC4CK0EwFTh64477ogZWXjMMcewevVq9u/f3+CzgwcP0qpVw92+HG63m+HDh7Nt2za+//77EK1XOPTu3Run08mmTZsiCl9paWmkpTUsi+J0OgMDodwTtC03zWqK0xF5gChF00whwFW4K6IOOAk+vy+gvm2W1UzRNUo51HhqsDlsivITSRyaZjVVzEHelvXRJKVJ4HWNv4ZcZ/CZnnQS/H975x0eVZn98c/MZDKTRghECFgAC01BmgVcFZEmsvqzgG1xRcWyiqJiWxvqir2ylhUL2HddxV0VUWDBVSkCgtJEpIi41BDSM5lM7u+Plzu5k0y5M7ktyft9Hh4mM3fuPXPe9n3POe85Q4fCvHkuXnvNy8MPH5AhKGRondnaED2AcJPsr9pPVW2VrnuaIoMvm90VuwnUBqLes74eK2rELq91hg4Zrr4a/vIX3EuX4l69GmKMh1Y+oX+9ekhKBp1QZagMVeL1eikshPffF59dd50brzdyAldlaOVvZUifBMj150bIkAiqDLn+XMP0YIoM77wDRUXQqRNpo0eLnB3xZMgQMlQEK2LeU6vLypAoQ5TjyzFODwdkKK8p13XPqlpx0jGZ/mCWDNm+bOP6pCpDsKEMV10FDz4IS5e6Wb3aTb9+EFCE9TYn3bi2SHbdCushPRtfeuPLj2lliKYHo35nsrA14D4/P5/u3bvH/ef3+xk4cCDFxcV8++234e8uXbqU4uJiBg0aFPP+KvHauHEj8+bNC1ul4mHt2rUEg0E6dOjQqN+mEg6fx2cI8YLks2hrT58ZfeJSlSMRFEUx/KShNot2NBnUwPtXXhGnH7XXOeVYv90y6OoP7dvD+eeL17HOpZP8KT8rAu5nzBBt37cvHH98w+vNCLhP9bSjI05cxuuTalT21VcnJF7ae6mbjUQwOvWIVgbdfdLgOUp7r2QT3lo1P0Qb3kYfCoLkg91NPYgik6wmhx49ejBy5EgmTJjAkiVLWLJkCRMmTGD06NERwfbdu3dn1qxZANTU1HD++eezfPly3n77bUKhEDt37mTnzp1UV4t4nU2bNvHAAw+wfPlytm7dyuzZsxkzZgx9+/blpJNOapTMZnbiWqVWVxZtbQLFjLTG+81BZNH2ug9Y93R05OpQdbjOnJGDKV4Ond//Hg45RJST+ec/ibjOihN2sdDkUgtAHZNVrR9xZEh2cjXrpGFtbR1fuPZacRI2pgx2nrAzUQbDFroVK2DJEvB64fLLdd0zZRLqNX5+SPa0o1VzVDwZzFgzYumh/vA2Y0PgCBIqU02kjrfffptevXoxfPhwhg8fTu/evXlTTeBzABs2bKC4WASVb9++nX//+99s376dPn360KFDh/C/RYsWAZCens78+fMZMWIE3bp144YbbmD48OHMmzcPj44dXjyYwd4zvZnhLNp6OpF2cjcicFJFMh1ZuwhYdaQ+LU1s0kHs6Gpqa6isqXNtGIWmnFpA98R20kmi5mNlZcyCcCmTUJN2+J9/Dj//LOo+X3RR9OtNXWwdQEKTTvQaS4Zp08T/Y8cKU0kSMiSbesROa4upllAb54dEbXHSSdC7txjeM2easyFI1TJuRlsEQgGCIXtON9ZHkzjtCNCmTRveeuutuNdoXXGdO3dO6Jo79NBD+fLLLw2Rrz7MWGDcLjdZ6VmUVZdRWl1Ke+JPhmbsYkD8pn2V+3RNKupAykjLMCyBoioDxF5krrwS7r8fFi2CxcsqG3zPChm0iEig2FTcjiDMRtddJzIzvvgi3HgjuCP3bKbLoANaAqjyhcsvh+wYj3DCYmuq21GvDME4fXLPHlEyAmDiRN0yOMkC2JRksCPfmZof8ZprxEb1pkHmEUC1CkaiAHozxwWItm6TkfgksNloMpavpgYzFhhIbkCbsYOA5HYyZixy2vvFkqGgAM47T7x+6UVh9UtzpxmWQBGS00NlTWX4+LSVboX6SKk9LrkEWrWCjRth/vwGH6fq6jIjxmf71gw++6yOMyaUwQGJPR1LxqdPF4Fzxx0nSkjohBNi31J1+TlBBrOsTrGMEZdcAjk5YnivWixIiRljE/RVwTBjbKZSdN5sSPJlEuwiHVqYYcbWypCs69NI6CEdajzDrPczoTLXNPdrMhZAEO5jw2RIgvgEQ8FwJvyk+kR2Nvzxj+J1lHqPjnA7HmiLHz4+BYBRo0TakViQ5YUEYhLhmpq6jPZJWL2097KTjDshy36yri4zSWhICYVrV9aHdnj/94NjxHsGxt/50/xJVcEw23DhlKB7Sb5MgtmkQ08nNmNC0d7PEQMpjgwnnyxST1RWuGHVeMNlUCcoPQuddmI1Im+NilTIOKTQJ9TCiB9/DPXKcyWz2GrTnxhOfALZbFkwGEjMF2R5IYGYbfHRR7B9O7RrJ+K9koCTLIDl1foKvptpjYUkN6oGyqAtVB5PBnV4b/imG+w/zFAZXC5XUn3CtHXLYUH3knyZBDPjrbT3jwez3Y5JDSQbXJ8ul2YRXjqRbK8xNTtVOMEKGW4LHcf6G5X+pEcPURyxtrZB2olk+qTW7WD4Qvf9pYSqMunWTZSmjAUz0p9o7+UE0tFoV5caOHfVVRAlp2E8OMHtqN5LQdF1MtyM8en1ePF5fBH31yODkf3B4/aELe3xZOjZE04/HZRaN3x7nXlGgyTmStPWDIfUd5TkyySYMbFCavFWZrkdbXV96lzo/vAHyMmthv2HU/PjSFNkSMYCaJoVUk9bNNYKecMN4v+XX4byhjnkkumTRqY/AchMy4Zvrwfg+usbnAmIgFnpT5xAOgxxO/7wA/z3vyKn1zXXpCxDsDZIdag6wdXmLLaZ3sw6V1cysanNcb7WOVfeeOOBF99NwBtqbawMSfRLs/Ug3Y7NHM063srrANenThdPZiaceu5GAPb+52JDZXCCBTCVSS1lGUaPhsMPFwmBNCePk4p904wLI+Pvflx2COztgctXGo5fSSSDKodRSEYPZqU/UX+PerIsEaIudKrV69xz4eDEZbNiyQDJbQqMnCNcLldS49MsL0FS87XNB6TOPBMy2++AqjzWzOtrqAxJbVRtjBO2EpJ8mQTTFlsnxFulMqHYOJAGnrsSXDUUre/LDz8YJ0OqpMNIJGNKb/Sk5vHU+XGffRYOnJ5KiYQa3B8+mnkoAP4B75GT4NZWpD9JlOZGqysz3I6Q+GRZ1PQn+/bB22+L10kG2qtIc6fhT/MDyW3QnDA27IhNrS+DXRtVtxs6nv4BAAv/3gsdRVR0Iym3o8nrlnQ7NnOYHnBvoyk9KVeXAya19DY7oYeofKBu6o2AE0iHpW5HgPHjxfGo9eth7lx7ZKiHTZvgq3lChtrjEjew2XGINbU14VOliWQwOv2JP82PxyUIZaKxURGsaJj+5NVXRcbNY4+F3/0uZTmSik01KcYnmX7ZnN2OycxTOSf8E9JL+G1zrjq8DYGlFvpYMiQZk2k2JPkyCXb778H8wMVkgrztzDVWGiiFE54FhLds715jZLCbdGjvZ9mklptbV2bm2Wcj7pfU7t7A/vD886AoLjjyMwKtV4fjuRLKYNJCC4nbQ2sRNtL9qnW3JeqXWhkzvZkQCtUdppg4MXpdJp3QK0N1qDocF2bn6bbm7HZMZp6qcO+Evq8D4eFtCCy10CeSQcZ8NW+Y7r+30ZzviID7ZHdSh31D+yO3U1UlckcaKUNTcClor2l0W6gL8+zZsGFDBAHU624zSg/l5fDaawf+OH5axDNiwSwiHHGyLMHYMGtjpL1nQj1o+oPb5RZpRLZuhTZt4OLGxUfq7ZdaGe1yO9YqtZQHy02RwUluR91z5fHTcLkUZs+Gn34ySIYUUk3Y2RZWQJIvk+AE0iFzjVF3jQtOGrMCEJaSoAHlvRwRcJ+C9a3RbXHkkSL4HmDatPD9apXacBB5IhmMGhczZkBxMRx5pIKn6zwgcXuY1Ragf2yYtcAkI0OD/vDUU+L/q66CjMadRNW72KoypJT+RKcMicZGRPoTm6wt2vg7s/IR6p4r225i8DChE6PCNFKJ+bIzRZIVkOTLJDiCdMgSR+KaA7oaOHIb7dvDb7/Bhx82XgYnuR31ZNE2tE+q59JnzCCrou65eq0tRvSHUAieeUYVx0Urv74+YdamRHvPZNyOZsmg1+2YnZ4Ny5bBV1+B15tyoL0Wybo+nWABdLvc4YMChsmgsz8EQoGwu9wu16eWAF59nYhZVDc3jZYhBQugDLiXSAlOIB2yxBER1+RlZ4bTFhkRz6CVIZG7zWyXgiqHHhkMaYshQ0T5gPJy3K+9Hs6krXuxNUAPH38MP/8MeXkHzgHo3NlaYnVqQqQjx5cDTz8t3rzwQujY0TAZElrfTJofQL/FR9snjYy/gyT0oOkv2qz0RkBvn9TWnx01wsfRR0NZmcat3wikFHBvkuFCWr6aOcyOt3KC29HOgZRUAKfG6nTNNWJzv3ix2OwbIYOeLNpmLbbpnnS8bm/EMyyRweWqs35Nm0brtORcXUaMC9VLdvXVkJWV/EJnitXJCaQjSddnl9I0+Mc/xJs33WSIDI6wAOrcJJq1UYbkyXimN9PQ9Ceg3+qkyujCRVZ6Zjin8rRpwsrcGOjtkxEHMGw0XFgBSb5MgDaA0ymkw0iklNndpFgn7WCNBS3pKCgQm3uo2+ynikxvJi7ETtnOxTbZBd+wPnnJJdC2LfzyC2f/JPSgmwA2UoZoXjK97jZT28IJpEOvHg58ftGCvWJ1Pe006GtMcs1kSYetbWFFf0hwMtxMV3iyFuGs9CzcLjd/+IM4e7FlC/z7342TQW9bmHkAQ7odWwBM7UA6O3FEAkUTAxcTZdE2O3eN9hmxUH9yvflm8f4//gG//JK6DG6Xm6z0LF0ymGUB1N5T72JrWFtkZAizE3DlwlJ9Mhi00KlWL62XLNlFxgmWDrtJR3YARi74VbyhDgwDZdC9IXDA4Yfman1LdXOWmRke3jzxRONk0Dsu1M/9aX7S3GmNe2gMGaTbsRlDbVyPy2N8AKfOwVxVU0VIEbZis3YQQEJ3m1k7uoiitXontgMy9OkDQ4dGBmynCtuIjwa2ko7rr4f0dPpuKmfgNmsW223b4P33xWstX7DNAqhB0qTDREuHHtIxfiXiwETXrjBqlGEy6I47c4IL2Aq3o42nX5O1xmplmDgR0tNh0SLxL2UZkkw9YqYepNuxGUM7mI0O4FQ7ZbA2SKAmdhZtM61vGWkZuorW1tTWUFVTZYoMoH+Cj0Y6br1V/D99uihV2FgZ7Nzh2xpn1KGDqF4O3LrIGgvgc88J4jxkiCDSKpxAhJMmHTYG3JdVFDNpyYE/bropfjXyJNGkSIcT3NBWkPEUDoF06ADjxonXjz+eugxO0EOyRefNhiRfJsCK01Ta50SD2omzvFlhomQU9Bat1X5myiKjw8oQK3/OsGHQu7dI0vnSS6nLkLTVyQFuR8NlmDwZgLN/BM/GTbpkSHVslJTUJcm95ZbIz5qU2zFowQ4/AfE5/KvVHL4fKlplwKWXmiJDkyIdDnA7OjEmVB1n//pX6klXk3U7mrl26i06bzYk+TIBZk4oeovWmtmJQd8Er8qQ7kk3tH6dCj2LbUWwAgWRBkLbHi5XmDPw3HMQiF+KLyacYG2xnXT06MGq4w7DDfR664u4lzbWAvjaa4KAde8OI0dGfuYEl5/uAGsT3W16F7rBH34HwPf/N1AE+BgIJ8U62en6TDruzMQNQaopWHr0gN//HhQFnnwyNRn0puUxNQWLpn2dYP2S5MsEWEV89FidzOjEoG+CN9MCCPomeHXSc+EKl35RceGFcMghsHMnvP12ajLomdiqQ9UEa4MRMhsJJ6Q3+GrsCQD0mrMSdu2KeV1jrAw1NXUxejff3NBLpneRscTK4PTyQt98Q9cf9xDwwMaLhhsug5PcjraeRHaABTBpy3iUPqmGacycGXd4x4Sq25ASCoeiRJXBRD340/xhL5AkX80UZhOfZEiH2cRHj+vTjIEE+iZ47UJbP/7O64VJk8TrJ56A2hQs0XqIj7adzEwmGa8tQrWh8OEIM9pjT79uLDkYvMFQ3JokjSE+770nTqe2axcOM4tAskG9zT3AOq4Mjz4KwBvHgqfjIabJ0KTcjiYS4YpgBaHaUMzrrNgQJKqCEV4zvA1l+N3v4IQThIfgr39NXgbt74rXL80cFy6Xy1FB95J8mQAnkA4z4xi093WC67MxFsAJE6BVK1i/XtSJTlUGPUTYjOPToI+Mq3nntNcbiWxfDo+fdOCPF14QqbHroTHpT2pr4ZFHxOtJk6KXHkw2z1dzLS+UkHSsWQMff0ytCx4f1DIsgPFcXVYQQFWOWDBzvk5ahihtoQ3TeOEFESubDNwudzhzf9wNu4luaO19peWrmcJ0d5uOCd7sTpyM29HJFsBWrQiXHErlNE8yBw+cQIQ9Lk84RYfRMnzUHf5XkCWOj0apSdKY9Ceffgpr10JODlx7bfRrmlJ5IVvdjo89BsDcPjlszG/+FsCEri4TN4k+jy+84dLlJTChLbQxt3rmiFjz1DnnwBFHwL598PrrycuhZ2zEs74ZgWSSlJsNSb5MgJm7WkiyEzdnt6OO2m162uKGG4QL8r//haVLk5PBCRbApAigCelP1PvWuuH9kYeKN55+WgRpaaDVUTK6UBR4+GHx+k9/gtatY8tQ/zn1oU1/Ymf8nSUEMJoMv/wC77wDwHODRQykmRbAqpqqcMHoaDBzrlQTIINOL4EJ/SHC1RVvjjB5vtY1RyQ4gevx1OXVe+qpBsM7IfSsGaZv2KXbsXnDCcTHbGtLMsTHEXqIM5gPPrguhmjqVONlMHNXq72vEyb3Wce3goMOgq1b4e9/j7gmXL4kyfQnX30lanH6fHUxetGgywVscvydHqt0rVJrSeqRqO62J54QSdKGDWNxe1GWywkpccwYG7pdXVaFiejxEphtHdcxNuK1xWWXieG9ZYuIwUwGycTomt0W0u3YTGEZe28GxKcxMNICeMcd4vTcv/8NP/yQggwOiL/T5YY2WYa9Snldwe2pUyNOMaTaJ1Wr1/jxUFAQ+7pkLIBmpz+J1ye1VSHMjLeqVWqprKms+2D3bnjlFQCU2283lfj40nzhgu+OPxHtgLnSCbFOeubKzMy62uv1hndiGXQQQDPz34F+y7QVkOTLBMidlIDZ/ns9OZX06qFrVxgzRrxOxvqVzI7SbKuTI+LvqktFyaHcXFi3DmbNCl+TymK/ciXMmSOIsRrwq0uGGDB7bOo5Waa2k9vlbpD+xAho7xnRJ6ZNg6oqOO44qk85KewOdATpcMLhJDs3yxZZpo3YJF53nXD9r18fMbwTwhEkVOeBGCsgyZcJcETAvcmuLkdMagbvav/8Z/H/P/4BGzbokyHZeCsz4CS3Y1l1mSBeN9wgPvjLX0TQFqltCA5kROCCC0Swbzxox0WsDNZWEWFVjqgyaNrCjPg7t8vdcHyWltblCLjjDko1Gxa7Fvya2pqwZc7OxVZulon4LFFbtGolaj4CPPRQeHgnhC63o1UkVMZ8NU9YZUK2sxM3lV1tMhNr795w1lliMlHTGiSCE9rCUScu1UntxhshKwtWrQrn8EiW+GzcWFdA+447El+vvW+sgu9mE2E9J8vM3pxBFNLxwguwf78w8Z59drgtMtIyTEl/opUh1kJXXl2Xr8CuxTZW+TEj4QSLTzJzhB49qMN75Ur47DN9MiSVGsjGk+FWQZIvE9CiFls7CaAJmf7vukv8/+abImZcrwy6dpRNYFebKtQ2DtYGqQ5VQ9u24mgiwIMPQgo5vh56SMSUjBoliHEiZHozcSEsSbF0YbaVQ3vvmJYvk/sD1CMdZWV1eVTuugs8HmsIYALSobZFmjvNlPQnWhlizVOVNZVhK2lzdjsa7ZJv27Yu5YvGuB0XumJ0HUBCrUKTIV9FRUWMGzeO3NxccnNzGTduHPv374/7ncsuuwyXyxXx78QTT4y4JhAIMHHiRPLz88nKyuKss85i+/btjZLVEcTHAZ3YEW7HJCe1448XRbdDoXA6pLhwBBE+oId4BWNNj7/TtHG4PW6+Gfx+kb/jP/9JanL/+Wd46y3x+r779Mmgp+C7laQjIQE0aVxo711WXSasXoWFcOSRcPHFlsmQyDKtbQsz3K+gnwhHKz9mFBL1yepQtdiw4IxDOXrHxi23iBPIixfDwoX6ZbArwz3IgPuUcPHFF7Nq1SrmzJnDnDlzWLVqFePGjUv4vZEjR7Jjx47wv9n10phPmjSJWbNm8d577/H1119TVlbG6NGjCYVCKcvqpASnTqiraOex4VSIz913i/9ffRX+97/412oHc6ws2lZZQiHSlaOF2UQ4asH3ggJRQgDgL39JanJ/6CFBgM84QxBivUg0uZo9NiE50mEW1P5esX+PSC8BomOnCRejFdY3x1kAo8lwoI2y0pNLf5IMElmmtfqxy/2aSv3ZesM7IZyQG1IG3CeJ9evXM2fOHF555RUGDhzIwIEDmT59Op988gkbEkRG+3w+CgoKwv/atGkT/qy4uJhXX32VJ598kqFDh9K3b1/eeustVq9ezbx581KW1xExBA4qcWS229FoC+App4haZtXVia1f6m+rqa0J717rw2zik5GWEV44EpEOMxf8qGT41ltFBtuFC2n73XogcZ/ctEm4fUG/1UtFooXObCKslcEJpOOQtz+BPXvEaYVLLgl/3mIsgAnmCLOt0pB4rlT14/P48Hq8psiQSA+p5r+79VbB5//zH1i0KP61ifSgrT/bEgLuzYm0NBiLFy8mNzeXE044IfzeiSeeSG5uLosWLaJbt24xv7tw4ULatWtH69atOfXUU3nooYdo164dACtWrCAYDDJ8+PDw9R07duSYY45h0aJFjBgxIuo9A4EAgUAg/HdJSQkAwWCQ6urqulp+bj/BYOxCpqkiwy0K25UGSmPePzyg3T5TZPC7hZWjrLos5v1LAkIvGZ4M3TKo1+m53ucScSIVwQqqAlV43J6YMiTbFn/+s4tRo9J46SWFSZNqOPjg+DIA7CvfR35mfkMZqpLXQ7LITs+mJFBCUXkRB/kPaqBHVQ+ZaZmmyZCTnsPeir0UlRfVPaOgAPcf/4jnlVcYPGMhnCPIYjwZHnzQQyjkZsSIWvr1C5GMuGpSzf2V+6M+o7iyWFyXlmVKn9TKUFRRFPU7+yv3h68zqy2yvFlkVMMxb4ho6Jo77hCW2QPPU2XI9mabJkOmJzP8rPo6DAaD7K/YH5bVNBnShAwlVSVRn1FUXgSI8WObDBVChpz0HNP6ZIYnQ5cM/jQ/SkiJW4Bbiw4d4NJLPbz2mpu7767l889je4xUGUqroq9b6hwFJq6dqh4CJUnr0Gg0CfK1c+fOMGHSol27duzcuTPm98444wzGjBlDp06d2LJlC/fccw9DhgxhxYoV+Hw+du7cSXp6Onl5eRHfa9++fdz7Pvzww9x///0N3l+wYAEevyccd7NowaJwYxuJrZVbASgsK2zgRlWhLvjLv1nOL+m/GC7DvuC+8HM+/fTTqDEbhSWFAKxcupLi1cVJ3X/u3LkJr6murbM0zfp0Vniy12LnPtGO61auw/NzQ3IWC4oCPXuexLp1+Vx77XauuSZ25tV0VzrVSjUff/4x7X3tG3y+bdc2AH5a8xOzt6dQvVsHvLVixzxnwRx+zvw5/L6qx02/bgJg64atzN5rjgxKlXC7zv96Pvta7Qu/n3HccQydMYPu3//GqX3gtw6/Mbs8ugw7dmTy5punAzBkyNfMnl2UlAzVZaJPfLX0K/ip4eerf1sNwO5fd8ccO7Ggp08ClO0T1pQlK5fQ5tc2DT5fuXMlAPt27ktaBr0o2lXENcshq6iM8vbtmZ+Xh6J51pI9SwAo3Vdqmgy7/7cbgDU/rWnQ3nPnzuXrfV8DECgJmCbD9l0ifvfHzT9GfcbykuUAhCpDpsmwpXALAJu2b4r6jA3lwnvjCXlM65OqDJt/2xz1Gb9UijXChy9pGU48MYM33hjKggVuHn10Mb167Y163U/7xYDctmtb1GcUVov1woOH+Z/PNyUOcE3pGgB27dsVlqGiIvrJaLNhK/maMmVKVBKjxbJlywCiNoSiKHEb6IILLgi/PuaYYxgwYACdOnXi008/5dxzz435vUT3vfPOO7lZLXKFsHwdeuihnHbaaYT8ITiwTp8z+hxT4gi27t/KpA2TqKaaUaNGNfg8GAoSXCXY/FkjziIvI6/BNY1FSaAE1kIttZw+4vRwvE+EHOuEDGecfgZH5CVI0qR+Jxhk7ty5DBs2DK83vgleURTS1qRRU1vDwMEDOTinoXlq4uaJUAWnn3w6AzoO0CWDipwcF0OHwvz5nXnuuUPo3Dn6dbk/5bKnYg8DThpAr3a9Gnx+7yv3QjmceuKpDDt8WFIy6EX+r/kUFhZy7HHHcmqnUxvo8em3noYSOLHfiYw6umGfMQKP7n2Urdu30rNPT0Z1j3yGsnIlvPQSDy6A768ewKgB0WW46ioPtbVuhg+v5aabBiYtw/T3p7Nm4xqO7Hkko/o2fMa/Pv0X7IHePXoz6iR9ekimTwJ88PEHLFm9hM5HdWbUwIbP+O/8/8JOOPrIoxl1ujlt8fUnX3DLN2Jh9j3wAGecdVbE56sXrYbf4KjDjoo6hxiB77/5ng93f0j+wfnhZ2h1uX31dtgGnTt2Nk2GX1f8yhs73qDVQa2iPqN8XTlshkMOOsQ0GcrWlfH8r8+T2Toz6jPSt6TDRjgo9yDdMiTbJyvWV/DXX/9KZm50GZb+thQ2QJvsNinpYeVKhRdfhM8+G8htt4WItnz6tvh4ZOsjpGWlRX3GhsINsA5y/DmceeaZScugBwU7Crhn0z0o6UpYhsLCQlOelQi2kq/rr7+eCy+8MO41nTt35ocffmDXrl0NPtuzZw/t2ze0NMRChw4d6NSpExs3bgSgoKCA6upqioqKIqxfu3fvZtCgQTHv4/P58PkaHo32er2U14qA5+z0bHzp5hyfzssSslbWVOLyuBrk6SmrKYu41ow4gtae1uHXVbVV5HgjYya09evaZLXRNUFo4fV6dX0nOz2b/VX7CdQGol6vypCXlZe0DKefDkOHwrx5Lh55xMurr0a/LseXw56KPVTVVkWX4UBCy9aZrZOWQS/UuJn6Mqh6LK8R/TIvM3k96EUrXysAKkOVDZ9xzz0EXn2Zk7fVEli1De/AhjJoY72mTHHj9Sa/cYkrA1BRI3a5rTOSbwu9fbKVv1X4WfFkaOVvZVpbDP38JwrKYW/7HPLHjxdxd1FkyPXnmiZDrj8XEKdw6z/D6/VSGRIJVs3UQ+vM1kDstlBlyPHlmCZDXqaYr6PpAaAqJAq9p6IHvX2ydUZrQMxFZujh7rvh9ddh0SI3Cxa4iRaxo7ZFTD3UHih4n25iWxxYO8uq6/Rg1rMSwdaA+/z8fLp37x73n9/vZ+DAgRQXF/Ptt9+Gv7t06VKKi4vjkqT6KCws5Ndff6VDhw4A9O/fH6/XG2G63bFjB2vWrEnqvlpYeZIJop9uU2POzAzg9Lg94aPZ0QIoza5fpyJeIKmiKI0+ePDgg+L/mTNF+oO4MsQKLLbwZFlCGSw45Rc10LxjRz4cLDZK/V/4KGpioPvuEyccR4yAgckbvQAdgcVOyPNltgzFxZzyroh+nnX+MQ2IF1jTHxLm+bLytGOigHsbg/4t6ZOJTgE3UoaOHevS+t19d/S8X3rnKCsOBcU7nW4VmsRpxx49ejBy5EgmTJjAkiVLWLJkCRMmTGD06NERwfbdu3dn1oFiU2VlZUyePJnFixezdetWFi5cyO9//3vy8/M555xzAMjNzeWKK67glltuYf78+axcuZI//OEP9OrVi6FDh6YkqxUDKaJobZTBZEUnhviLjLZ+XUaa8XFvKuKdXgmEAo2uX3fiiXDmmYIUxPKQ680tZcVCl2hyteR0WwwZXhqaS5kX8tb8LCqYa/D99/DOO+J1MrU16yNRW1gxNnQvdGb1hyeeIKOkgnX5MGfQQVEvMbuAMTiEdNhNhNGR7sKuk8gaGGE0uP12kfV++XL4+OOGnyci41YS4QZF521AkyBfAG+//Ta9evVi+PDhDB8+nN69e/Om6qM4gA0bNlBcLAK7PR4Pq1ev5uyzz6Zr16788Y9/pGvXrixevJicnLrGffrpp/m///s/xo4dy0knnURmZiYff/wxHo/+4GwtrCI+8QaTFZ1Ye/9ok4rZ9evqyxBPD6ocqeKBB8T/b78takXHkiHaIqOtX+eEydVO69sv6ZU8q+Y4vucekb7+AO66S+yWx46Ffv0aIUOC9AZWjA1b83zt2gVPPw3A3UOgJBQ9mNgJObYcke7CQjLuBNJhpmW8Xbu6kq71hjdQp+NYReetIMJZ6Vnh13bn+moSpx0B2rRpw1tqyusY0JoRMzIy+PzzzxPe1+/3M23aNKZNm9ZoGcFa4lNUVRSX+JjZiUEnATRZhni7a239umhpKPSiXz845xyYNUuY1D/8MPLzeHrQuoXtIj5W1K/T3jveIvPEILjj+xw8q1eLCuYXXsjXX8Onn4LHU+fmTRVNwtpiJvGZOhXKyynqdRSzemzkBDvzneksL+QEImxVf4h2mMtKt6NaBaP+QTCj5ofJk+H55+GHH8LDOwztvUurS2mTEXkS2Io5yu1yk+XNojxYTmmglHZZDbMoWIUmY/lqKrCa+ESbVKzoxKCP+JhNQuPtro2c3B98ENxuQcC++Sbys3jER5XB6/biSzPnAAbEJz5W1K8DfcRnfwaUXn8gLfZdd6FUBcJFs6+4QtR9bgxadHmhX36Bl14CYOutE8Blr7VFb3JRR7gdLdCDgkJ5MEqMroVuR4gfJ9zYtmjTRhAwgD//GTTpMCOKzscLVbFqzbDb8iXJl8Gwmvg4oRMncjuaCT1uRyMm96OPhssvF69vvTUyoFQPCXUCETazfh3Ed79q69cpN90ksjNu3szsiZ/xzTeiBOS995orAzTz8kJTpoiyDEOGUDNkcFwZnHAIxEoirO1/WlgxT2V6M8OWJru8BImqYBjZH26+WQzvLVtEWVEt4vWJcH8wqf5sWAaH1HeU5MtgWDGpgf54KytksNPtqA5UK4jP/fdDZqYoJKt1PToq/i6aHiyoXwf69ACQndceHniAEG7ufP0oQMSKxKoikAziTe61Sm3Y8tDsygv98AO88YZ4/fDDjoq3ilXw3UqrE8Rf8M2cp7QF38220OuRId74NKI/ZGXVxck++CAUafIkx1szrNADJB6fVkGSL4NhFfFpKvFWjiCABg3mjh3hllvE6zvuEEYG7f3jEZ8W1R+iLTD169eNH8/rHe9mdehoWvsquP12Y2RwQvxdvIU2Iv2JUYuMoghzQ20tjBkDxx/vqHgriOHqsmCO0BZ8d4SXwMY5Qk94hFF6GD9eeAuKiuDhh+vej6sHiwwXTqnvKMmXwbDM0qEn3soJAfdW6cGigwe33ipO9fz8M7z8snivqRAfRxDAA/2hpNzDXRV/BuC+mntpU7LVEBn0EGGPyxO1IoNRiCdDVU1V2ApkWHt8+inMnw/p6fDoo0KGA/0hWBskUBNo8BUr5ohEri5HbBItJj62zhE6NqpG6cHjgcceE6+fe06EI0ICPViQ/gSk27HZwvKA+3i+cyfspGw8eGAG6cjJEaE1INyQxcX6iI8T3I6OkOGArh5+GHbv93FUxnb+FHpOROcagLjuHU1/MDX9yYHfWBGsIFQbipRBoxu1AHejEAzWRThPmgRduoh7a47U12+PYChIICQImZlzhMvlih+balG/1DNX2hom4iDrm5F6OOMMGDJEBN3fdVc9GRygB+l2bGZwRMC91ZOa092OBk+sV14J3brB3r3wl79It6MKvda3LVvCqah4YmqAdFcNvPsuLF1qmAzqsX4trLLGRrjb6p1uU/WQ6c1sVPqTMF56CTZsgIMOiiCwae60cHLj+n1C+7ddxEdbfszOOcJJxMfWzbIJ87XLBY8/Ll6//TYsWRJ/rnSC0cBKSPJlMJxk6WiOxKeBDDa4FLxeeOop8fqZZ2DfNlE2xxF6aAJux9tvF7vhIUPg9zceAZdeKi66/vqGmRmThNonQ0qIqpqqiM+sssb60/x4XIJYxSI+hshQVFRnhn3gAcjNjfg4lrVF1YP26L9ZiDVHaMuP2TVHaOPvWoLb0Y4wkX794LLLxOuJEyE7rVVMGawanzLgvpmiRVo6nG7xMYEIjxoFo0dDTQ28/NDRoCQwpTfDibU+1PtX1lSGyzqpUPtDcMsJvP++yJn29NNid8wjj0CrVqIuyWuvNUoGrSsvFvExu0+6XK6ExMeQtrj/fti3T0Q2X3llg49jWVus0gPEniPUv81OfwKxrW/VoepwP20JbsdkwgKMhHZ4//rlUPE8B7gdZcxXM4MjiI8D8nw5qcSRWW3xzDMixnnZV63hx/9zhBUyWsFYq+PvoCHxKQ2UQsjDT2+I+iNXXAG9ex/4sKCgrnDmnXdGnk1PEvEKvls1LsAC4rNqFahVOZ5+GtIaFiuJtcO3akMAsecIrR7MjL+D2NY3bduYvkmMkRLHqvJjoM/6ZoYM7dvXDe8lM8+GytaWy6CFDLhvpnAS8bE1lqKZBtxrccQR4vQjAJ8/RWl5TYNrrD71Ga1grFVuR5/HR5pbkICoVqdvJ1K8rTNt2kQpnn3ddcKCs3dvo7OtxnLBWkWEtTKYQnxqa+FPf6pLLTFsWNTLYs0RVsWEap8R0/1qIxE2qvyYHsTSg1XpTyB2fwjVhsJuYLPa47rroGdPqCzOhgUPWG5900IG3DdTSOJzQAaLM7vb5W678044+JAQ7O9C4MsbYrrbzNZDvIKxVlljtafb6k/wv/0GLBCZFx95BPLz633Z662z5LzwAnz/fcpyxJpcrdIDJI63alSfnDFDZPrNzq47uRBPBie6HS20vsXqk1YSwEQbArPLj0XIEKM/gHl9Qju8WfYnft2YF/G5VfVnQQbcN1tYHTTYkomP9v7RTrdZQXyysuCxxw8EiX91J6vWVkR8btWCrxaMBXstPrGIz5wXhkN1Dh17bOOKK2J8+bTT4IILIi07KSAW6bDF3WY08SkshNtuE6+nTIlbFsDRbkeLcjpBHD1YNFeDM+LvEm1K0txp+DzmEcAhQ2DA0C2gePj2b5dHDG+r6s9q7y8tX80I2vphzTXQXAs7461UqHqI5m6zivhcdIEX15GfQ8jPxGvTIyYVJ8QZ2eFm0srwxRew8b99wRXi3MlzccebdZ54Qlh0Fi0KF4lOWobm7Hb8858FATv6aFGTKQ4SuR0doQcHuB0t0UOsuDML9RBzU6KZq82Ov7vijrWQXsL+jT148UWNDBbVnwUZcN8sEeG/t4n4aOvXWUV8AqEAwVAw4jOrdnSZ3kxciAmjwSJj0cTmckGr824HbzlLvvFHHNizdKFLFF9jg4unvByuvfbAh8dPo+vRFTG+eQCHHCL8kgC33w6//pq0DAndjlYu+LHcjqm0xcKFdWUVXnhB+HLiIBbxsdTdlsD1aaUL2FY9JDj1aaX1za5TwACdO6XB0DsAUaJNHd6qDGbXnwXpdmyWKA2KxvSn+cOBx2ZBO5C07jYr/PfR7q99rqIolhEft8sdjneKNbFZMankFhTBkLsBkXB8xw7xvp3ER4WVO/z6E/xdd8HmzeBvswdOu1dff7j2Whg0CMrKxOt67uRE0LPDNxuJ4muSbovycsL+2quvhlNOSSyDk92vNrgdnUB84p36NBuJ5gfLNiUDXsLfZQVlZSK6QFGcQUKthiRfBkK1fFk5kBSUiISFaocyu34dRCZp1E5sVTVVhJQQYK9rw3Lic8JzdOtdTHGxSCgI9hIfFXZZOr75RtR1Azjij4+Av1RfW7jd8MorIo/Hp5/C3/+elAzqsf5YLh5b3UypuoDvuUew2EMOqSualwBOiDNyctyZI/qDDW7HWH3Ssv7gVsg67ya8XvjkE/jHPyzukzLVRPODSr6smFAi3G2aTmRV/ToV0SZXK61vEN0FW1NbE85wbhnxcddyzf3f4fHABx9ETipOiekwG6qu95VUcvnlYld72WWQ1nV+xOcJ0aMH3C0sidxwA+zerVuGWC55R7gdU1nwFy8WSeUA/vY3kbFSBxwVaG7nSUMnueNttM4nIuNWuoCr8r4L13ucOBG2/RaI+NxUGQ78Tm2Mth2Q5MtAWGlKd7lcUS0dVk5q2udoJ1d1cGd5zfffQ/RJRSuPlRN8/uG/hUvsXXONQulesVC2FLejKsMnfzuen36CDh1EKaaU+uXtt0OvXrBnD0yYoNv96AQ3U5j4BBu54FdWEmaxl14qSivolcGKLPt6ZXCA9c3OgygJSagD5gcr9VAeLOe222vDw/upP3cHxdoNAdjrepTky0A4ifhY0YkhOvGxcmKF+NY3K+rXaWUoDZRyzz3Qvz8UFbngX6+C0oLcjuk5sOVUFr8/EBCGmry8FHf46enw5pvi/3//G159VdfXnBBYbBjxufVW+PFHUQUgTk6vaHC029EB1je73I7aGF073K+x4oSt7A8ANa5y3npLDO8VCw+G766wRAavxxtOqWFn0L0kXwbCyl0MxLf42El8rNxJQfTJ1UpzvvY5ZdVleL2CM/j9CmwagWvZdaYfn4boO/xATYBgbTBCRjPhrsqHD98Cxc3ll8Pvfy/eT3lsHHssPPSQeD1pEvz8c8KvJAw0byrlhT75BJ5/XryeORPatElKBkfHWznhFHDQeqtT/YLvdughlgxW6MGf5g97Q0qrS+ndu254M+cZKDrCdBnAGUH3knwZCDXFgxMsPk6wvlmmhyiTq9VEuD7x6dEDJt+3BwDli8dZv978+Lt4JFT7uVlQFJj91P9B6SHkdPwfzz4r3m90+ZKbb4bBg8WJv3HjRDXzOGgWeb527hTuRoCbboLhw5OXwUFux1hldayM8alf8N1KMq6tQBHNS2CJDDGKzlu5YY9WBePmm6FLn60QzGbZtIkEg3FuYBCcEHQvyZeBaInEJ27cmU3EB5xhfTt73HY4/AuoyWDMGMEdzER4oQs2bIuMtAzT05+88gr8sPAocFdz7J8eJTs7UgZIsV+63cLyk5sLS5bUBeLHQLQ+qS1f4vjyQrW1MH68CIbp3TtKIUx9cJLbsX7BdzvcjlCPdFg4V2orUESTwQo9xCo6b/l8XY+Qu90wYvJ74Ctm94Yjw4H4psoQpzqLVZDky0CUBQ5Mal5JfKBluR2j7fArasrgnEvxtNrNunVwzTVJp6xKToYoFh+r9LBqlSbh+ul/xnNwXW1GQ8qXHHYYTJ8uXj/6qIgBi4Fou1ory5dAI4nP1KkwZw74/fDOO+L/FOAkt2P9ChRWjk9fmg+vWySktXWujLZZtilMJGqcsNXztWZsuFv/CmePB+Dxx+Ff/7JIBhnz1TxQUWNuZfj6iEt8rI47s5P4xHO/2k1Cc3ZxxIS78Hjgrbfq+IMZiEbGrXDv7NsH554LVVUw4JTdMPCpSD0YVb5kzBi48Ubx+tJLRd6rKIjaJzWvrYy/07aF9mh7zH75+edw773i9QsviDJCKULVQ1VNVaS7zcLxGavgu5VuR+1z7CQ+TjidHk8GW+frYBn0nMXvxi4H4I9/jDm8jZFBuh2bF2w7adjSiU+UgeSkibVjr5/DQaU33ADLl5sjQ1Q9mNwnQyG45BLYsgW6dIH7nvsZ3Ip5i9xjj8HAgVBcDOefL1Ix1EO8Ppmdnm1p+hPtyTKtTqLqYutWuPhiYR696irhemwEtAu6+vsbHX+XJNwud9x5ygmnsm3dLFusBzvmiPqItzm6YNJ34eE9ZkzU4W2oDNLt2ExgZYZ7cFjAvUOJj6160Exqt94qTv4FAnD22fDbbybIYIPbccoU4SHLyIBZs+DgdhmAiW2Rni6y1+bnw8qVYousrWSOMxYYVQatu03Vg8/jw+upV5exvFyYD/ftg+OOqysN0AhEVKBQa20GNfVnbSI+iqI4YpPoJNLhhDXD6hCNaES4dVYmf/+7GN7ffRd1eBsjgwPqO0ryZSDCBa0dsOA7gvjY6fKzerGNRnw0E6vbLdJPHH00/O9/gogZHYBvNQmdORP+8hfx+uWXRVYIS/rkIYfAP/8pCku//36dm+4A1Odo3XxWLzDRCr7HjK0JheCiiwSZzM8Xv82XYmxcPdQnPqosbpfb9PJjKuov+NVKtaXxd9rn2Ep84p3KtjM+1qYY3VhE+NBDI4f3lCnGyyAD7psZHGXxcQLxccCE4qS2yM2Fjz+Ggw4S6+wf/mDsri7ejtJoPcyfD1deKV7fcYf4LdrnlFeXhxdYU/rkqaeKDK4gEgW98Ub4I+1z1GdbvcBEK/ges0/efLPoGD6fiDQ+7DDD5Ki/yGjbworyY9CQ+FSG6nxJ2vQHZqI+CQ2GggRC1pW0AYdsEp1gFU6wUQUxvF9+WXz24IMiXtZIxDoQYyUk+TIQYcuX3UHeyJOGjog7i0JCu3SBjz4S3rOPPoLrrzfuBKRVZHzNGjjvPJFu68ILNUkSNc/RFnw3rU+OHy+YHwgm+PnnQPQM1lb3SYhPfMJ4+uk6F+Obb8KgQcbKUI/4WL0xgoYLXVWtSPCZ6c3E4/ZYIkOsttDKZzbqz5W1Sq3lFtloRecdEXAfxQJ42WV1w/vyy8PD2xgZYqSCsRKSfBkIq92OkvgQ8Rynul/ryzBokDDUuFzw4ouEa0E2FtEKxhq9q/3pJxg6VATE/u538PrrIk+PinjuNlPa4qGHYOxYCAbhnHPgq68inhWX+JiMhMRn+nRh9QKRPmPMGMNliOV2tJOEVtZWRrxviQwx2sKq8mPQUA/q5kQrn+ky1NNDRP47G1NNxJqnHnoILrigbnh//bWxMtSvvWolmgz5KioqYty4ceTm5pKbm8u4cePYv39/3O+4XK6o/x5//PHwNYMHD27w+YUXXpiSjHYFLjqO+DjJ5WexS6GsuizsbotHfC64AF56Sbx+5BF4+OHGy6DVt9oGRvbJzZthyBDYtUvk/vzXvxqmoIpW8N3UPqkG051xhjgadeaZsHx5A0uk1RZhSEB83noLrr5aXDh5sqjhaAJ0Wd9MRiy3o6Vt4Y1sC1v1ECX+LiMtwxoZ6hNhTf47JwTc15fB7RYbVe3wXrHCABlkwL1+XHzxxaxatYo5c+YwZ84cVq1axbhx4+J+Z8eOHRH/XnvtNVwuF+edd17EdRMmTIi47m9qLEmSkMSHiNdOyPRvtdsR6k69JmqLq64SCQVBWL8eeKBxLkitu03d0RnVFps2wemni1OaPXrA3LmxSw3GJD5mtUV6OnzwgQgUKS2FYcM4abs74tlh65tFCZAhNvEZtbRIHONSFPjTn0T6DJPirxzhdqxHfFS3o6XWt3obVUeQcY1F2Kr4u1gbAhcuy+PvwgcwtPnvorSHdniXlIh5aNGixskQq+yVlUiz7clJYP369cyZM4clS5ZwwgknADB9+nQGDhzIhg0b6NatW9TvFRQURPz9r3/9i9NOO43DDz884v3MzMwG16aCymAleCTxsesId7A2SKAmgC/NZzkJzUjLwO1yh+M4cnw5utpi8mSRfuLuu+G++4Q774knUl+Lc3w5BCoCDRfbRrTFqlUwcqSweB15pAi2b9cu9vX13eGWuIAzMkTQ+siRsGgR058rYdcFUSw+Fi620YjPxCVw45xl4oLLL4dp00wjXtBwsbXaOg8NFzo73I629Ml6cJQV0kYCWN/qpCf+LiNDFLU480zhehw2TFjehw5NTQYnBNw3CfK1ePFicnNzw8QL4MQTTyQ3N5dFixbFJF9a7Nq1i08//ZSZM2c2+Oztt9/mrbfeon379pxxxhncd9995OTEHhCBQIBAIBD+u6SkJOJzv9tP0ILqoH638PmUBkoJBoMR+XOsksHnEpaW8mA5geoAbpc7PKh8bl/SMqjXJ/M9VQaAovIi2ma2Deshw5NhiR5ADOiSQAn7yveR78+nJFCiS4bbboPMTDc33+zhqadg165aXnwxlFJVmWxvNnvZy/6K/QCUVAkZ/J7U+sOXX7o47zwPJSUuevdW+PjjGvLziVv8VrV07K/cTzAYDMuQmZZpblv4/fDpp3jGjiVj7lw+fRsWdfuM4G2jKa4sTlmGVPqk+iw4oIdAgONf/Jghc8RnoYkTqX38cZFmIhRK6r7JICtNWDOKK4sJBoPsr9wfft+qcaHqQZVBdTtme7Otk8EjZCgJlAg9HBgfVsqguhZLqoQMReVFQob05GVItU/6PQfWjCqxZhRVpC5DqsjwCD2o69a+8n1CtjQ/SkghGIouR0YGfPIJjB3r4Ysv3Jx5psLLL4e4+OLk3QUZ7kgZ7ECTIF87d+6kXZStdrt27di5c6eue8ycOZOcnBzOPffciPcvueQSunTpQkFBAWvWrOHOO+/k+++/Z+7cuTHv9fDDD3P//fdH/cyDh/mfz7dkF7G3ei8gBvOnn34akT9n0YJF4U5uJgK1dSR01iezyPBkhBfb5d8s55f0X1K6bzz9R0O6K51qpZp/f/5v2vvaU1hSCMCqb1dRvLo4JRmSRVqtGE5zFszh58yf2VG4A4C1363FvTG+h//ww2HixMN4/vljefttN8uX7+eOO74lLy8Q93v1oQTERPTfpf+lT04fftsjsrluXLOR2dtn67+PAp991oVXXz2GUMjF0Ufv5bbblrJyZQ0rV8b/bnWZcCF8tfQr+Ak2bd8EwJYNW5i9V78MqcJ91VVk7V7BkO/3Mfju6Wz8rpCfThb9Yfvm7cwuS02GZPtk0S6xsK1bvpS9t7zPkKVLAXj39z3JHDJEZKc1Gbv/txuA1T+tZnb5bL7b8Z2QbWcRs2eb3xYA23dvB2DDlg3MnTs37HYsKSyxTIYthVsA2Lx9M7Nnz+brfSJyu6qkyjIZNuzfAMCvu35l9uzZLCsWFtBQRShlGZLtkxv3bwRg265tzJ49m7VlawFwBV2W6WFN6RoAdu7byezZs/mlUqwRPny6ZJgwwU1paX8WL+7IZZel8fHHP3HJJesjDv4kwpZK0R8KSwtZsGBB8j/CANhKvqZMmRKTxKhYtkx00GhkRlEU3STntdde45JLLsFfz5wwYcKE8OtjjjmGo446igEDBvDdd9/Rr1+/qPe68847uVk9pYSwfB166KEA5PhzOPPMM3XJ1FgUVxVz5borCRFi6IihFAeK4Qfx2Tmjz7GkjIqiKHhWewgpIQYOHshBmQcRXCV2EmeNOIu8jLyk7hcMBpk7dy7Dhg3D6/Um/sIB5P6Uy56KPQw4aQC92vWieq0gACOHjOSIvCOSkiFV5G/LZ9++ffQ5rg+ndDoF12YXBGDoKUPp36F/wu+PGgWjRtVy0UUuNmxow913j+CNN0KcfLL+nd2jex/ll+2/0PWYrvALeDI9UA6nnHgKww4fpuse5eUwaZKHmTNF/xk7tpbp03PJyBiu6/sv/+Nl1vy8hqOOPopRfUbx9FtPQwkM7D+QUT1H6f4tjcGVykd8++zb3PENHPXhhzy2qR1nDIPjeh/HqH7JyZBqn1wwbwHb18/lodf/Q8EvhQTT3Fx1Zi1H3HQRtw+yZo74/pvv+WD3Bxx08EGMGjWKL+d/Cbug55E9GXW6NW2x/bvtzPzfTFod1Iphw4bx/pvvA9C1U1dGjbJGhvJ15fz117+SkZvBqFGj2LZiG2yDzh07WyaDf4ufR7Y+QlpWGqNGjaJ0bSlsgUPaHZK0DKn2Sd8WH49sfQRvlpdRo0bh3uSGn6F9XnvL9FCwo4B7Nt2Dkq4watQolv62FDZAm+w2umUYPRruvTfE4497+OCDrlRUHMn06aG44RBabC7azE0bbqLaVc1pp53WiF+TOmwlX9dff33Ck4WdO3fmhx9+YNeuXQ0+27NnD+3bt0/4nK+++ooNGzbw97//PeG1/fr1w+v1snHjxpjky+fz4YuRgTonPSepwdAY5HnqiE2VUhURyOpLNyZDth5kp2dTHCimqraKgFJnqcnLymtYRkUnvF5vUnrM8eWwp2IPgdoAnjRPOO1Hm6w2lrVHK38rQMS0eL3esOuzdWZr3TKMHAnffgtnnQU//uhi6NA07rxTZHnWcws1pqOytpJMMsPH2fMy83TJsGSJqFm9caM4afToo3DLLW5cSRD5XH8uIArNe73ecPC/XhmMQKusPO4cBoefejZjn/qc/t/vZvXPsK7TFrwnWNAna2sZPvtHHn4ZMmoKoUMHplzXgxk1/+E5f65lemid0RoQYQFerzc8LnIzrJMhN0P0h/IaIYMa89XK38q6uTIzL1KGA67PXAvbIi9LyFBWXRYhQ2P0kOw82TqztZAhWE8Gn3VtEZahnh5yfPrXTq9XnFPp0weuuAI++8xNv35uXn9dbGIToU2WOC1UEazA7bHn3KGtpx3z8/Pp3r173H9+v5+BAwdSXFzMt99+G/7u0qVLKS4uZpCOpISvvvoq/fv359hjj0147dq1awkGg3To0CGl32RlAKfH7QnHEZRVl9kSTAuRAbUq4Yhav85EaAMo1dOG2vetlEEtppxqQO1RRwkCNn68cP9NnQr9+sHChYm/Gw7qDRw41aXzdNv+/SLl1EknCeJ18MHwxRfiQECyHvT6p3DtCG5Wn7Xo5M6wZAmbOmbQvhxOm/gkjBsnajyZhR9+gNNOY9RfPyejBn7o0xFWrOC7ziKflFNO2FmF+oHm6ibR1jxfZp/AjQIntUUDPdhxEKW6NGKeTEUPF18MS5fCMcfA7t0iIP+SSxIPb+2ztPnWrESTSDXRo0cPRo4cyYQJE1iyZAlLlixhwoQJjB49OiLYvnv37syaNSviuyUlJbz//vtcqdZC0WDTpk088MADLF++nK1btzJ79mzGjBlD3759Oemkk1KS1cpOrH1eaaDU8lOGKrSTih1JHCFyglcHs5X5c7QylAZKCYQC1NTWiPdT6BM5OfDaa6K2Wdu2Iqv8aaeJfKJr18b5XpzTTNFQVQUvvABdu4pk67W1YvJavVoc6U4FjktweuyxjLmtM0+dCIrLJXJsde0qClMmyBWYFLZtg2uvhb594b//Jejzct0ouO/246BDB0ckOLW9LbApz5eDiI+dbRFrbNqhh1qllqqaqkavW717w7JlMGmS2Ci+8w506ybKEsUa3v40Px6XqK5g14nHJkG+QJxI7NWrF8OHD2f48OH07t2bN998M+KaDRs2UFwcGVz93nvvoSgKF110UYN7pqenM3/+fEaMGEG3bt244YYbGD58OPPmzcPjSa3shSQ+1h/p1z6vPgm16vh0hAyatoDG1a87/3zYsEGs6W63IGPHHCOyPX/xRcODctryISElRFVNdCvD9u0ie3TnznDddbBnD3TvDp99JrhJXnKhehGIaWWwcbEtVMq5ZSSs++R1OPFEEdh2zz3QqRPcfrtQcipQFFi8WJgpjzhCZM6trYUxY/j0o8d54XgoO+DqcwLxcUJ5IdXt6AjiY4PFR81rZYf1TZUhEAoQDAVt2bCrNU8hcq5sTFv4/WLzuGyZGN5lZXDvvaJM6m23NRze2mTQqiveajSJ044Abdq04a0E1TWVKBkqr7rqKq666qqo1x966KF8+eWXhsinoqUTH3+aP0Iuq+AEEqolPmpbGFG/rm1bYZ265hqxm/vgA1EX8qOPhHvwrLNEvpsTT4RsTX/QFjD2KjksXw4LFgiCtXBhXUJXdYK66ip9cWWJoG2LxroVUkWsxdZ93PHwzTj4+98F+1y7VgSPPPYYHH+8CBgZMkRYr7JjyLt3LyxfDvPmidxiP/1U99mQIWLWP/VU3Bv+DUudRXycYH2zs7yQWoHCDtJRvwKFne54sC9Uxe1yk+XNojxYTmmg1FAZ+veHb76Bf/xDDO81a0Qi68cfF8P7jDOERb9PH9EnigPFEWEqVqLJkK+mAqdYfKyEdoJXyVdLJ6FmtEXv3sLytW6dIGPvvisyzr/4ovgH4M++FzIv5B9tfcx150DRt1CRT+v70xtkzz/5ZJgwQRTHNjLWVtsWFcEKFJSI961A3PJCbjdcdJGo8fTJJ/C3v4mqvd9+K/5NmSJu0rEjdOiAJyuLkwoLSbv3XhFMsndv5MMyM4WJ8tprBQM+ACcSHydY36pCVRHvWwGtzsury21pizR3Gv40P1U1VbbNU2oty+pQdaTVyYY1ozxYHhEnbJQMbreY08aOFcP75ZdFVhd1eKsJFtJaL4OM35j0cVtDnpssJPkyGFaWL4FIH75tAfeaCV6NsbKc+KQ3JD6WW74ssr717Al//Ss8+aQo8zN3rsg6v349VJX5oaw3u3eDyPDUEQAF4Uo8+WQRO3b22dCli+GiAfXcr9V15UsyvZnmPDAKtBnNAzUBgrXBiPcBMUufdZb4t2uXSJn9n//Al1/Czp2CaP3vf7iB/PoPOPxwocihQ8W59yhWMicSHzutb2oFCjvcjvUrUNi2QUvPCcc52bVZzknPobCyMHKTaMNGdVf5LkqrjbV8aaEd3jt3CiP1/Pl1w7tmfwHsL2DNjpLENzMBknwZDNtIh827GIh0O9pFfCImVhsmtQYymNgffD6x7o8eLf4OBODxjz/inn//lWNbn8rRSh/eKfwb7fN9/HD3Bxx0kKmVbMLQtoWWhFoafxelLbSyNUD79sLvqoYoFBUJd2JhITVFRaxctYq+gweT1rGjiObNTEwktcSnpraGyhr7As3Lg+XC3WaDxae+qysccG/h+HS5XOSkCzeTncQnOz2bPRV7BPGxKzwiPZvCykLHbNitWLcKCoSVX03rWVQEw565jhWbNnPlUTfwyhTTHh0TknwZDDuJj10WnwjLlzcj4j3LZIgS7G6b27Hanrbw+aB7zxpYO5/sQ6ro7gM2fUr+QUfrTj5oBLRWSNtdwJq2yEjLIM2tc8rLy4MD5cyUYJD/ZWfTZ/jwpPyzWkuoLgJoArTj0K6NSZo7jYy0DCprKimtLq1LNWFxn1DzEdpJfLSxZ04aG05Yt6zUQ14eHNxjOyvcc+hxsr7k00ajyZx2bCpo0bFOTrC+2UR8tM9zgvWttLq0LrDZAZO7E9rCrrFZU1tDYUUhIIiIz2NdAmTtkfrd5bvr4u9sID4Q2S9bJPFJt5/4RFsz7GoLM92OCWVQ9RAsS3ClOZDky2A4YaFricQnKgm1i/gE7Le+ad07TiA+drVFRbCC4iqRfsbqttAeqd9RtiMsl5XuV+2R+v+V1mWetDL+Dup0X1RZRI1yIP+djRsT2+dKm92O9WWwi4ybEXCfrAx2nXaU5MtgOGGhcwTxsfOkoZOsbzYewLAjk7j2eU4goVBHfKweF6q7DWBHqT0yQJ0utDJYUfc1QoYDfUJtC1UOK6E+r7iqOJzVvEVa3xywYY8WmmDnumUHJPkyGLbu5uyOdXLASUMnmNKd4tawy+2o6j2khNhTsSfiPavg8/jC7jaVdFg9NkFDfFTLl8VtAQ2Jjx16UNtflcHq8mNQp/udZTsbvGeZDA6yvjllw273uiXJVzOBbbEUDiM+jnAp2JnuwmbrW2VNJeUhYU63y/oG9hEfl8vlCOJT3+Vnh+UrTHwcYH1TiY8tRLgeCbU6/g7qdL+7fDe1Sm3Ee1bBCZbpaF4C29yONmW4l+TLYDjC2tICrW9OI6G2xb5p9F4ULGrwnhXwuD3hmCInWFvsJD5OsDo5gYQ20INDiLCV8XcQ3f2qjQ20UoZ9lfui57+zQgYHBdzL2o7NBJL4OOgIt03pLkJKiL0VeyPeswo+jy+cTkElX3ZaWyTxiYy3cgrpsEsG1fLVmHqnqcKJ/cGO+Lv6LmDte1bLoI2/s2vdUp9vNST5MhhOcPm1SOJz4HmVNZXsr9ofIZdV0C4odi102tNtRTUHLF8OcPHYYm2pT3yk9S3ib1tlcEB/aLGbkgN6UGVIKv+dUTKkN4y/s3PdsgOSfBkMJwS7t2TrG9g3uTrF3aY+0y63o/aZLX6hcxLxcYD1LXzy1OI4xGgyOML96oDDD7bGIdoYfydPOzYzWJ0/J2zlqCqiOlQd8Z7VMtQqtWF3m+Wn29J8eN3i9NSu8l2AvQvd7nJRWdHOha64pjjibztkUE872tkWhZWF4m8bF9t9lfsi/rYS2jkC7CE+qu6LA/b1SVX3JYGSiL8tlaGetcVWAmgjGY9mlbY6/k4G3DcjZKVn2ZY/p6a2pu49G5NJhpRQhFxWQv3ddp0i0j7TThlUPYSzmdtIfOrLZKkM9Z5pJ/GJ9bcVaKAHGxd8O2VwQls4SQa7gu2hrj/YKoN0OzYfOGFi9af5Lfffu13uBgG0TpjYWuqCLxe6A8/02i+DI4mPE0iojda3WH9bIoMD2sIJc5QT5mptvLQdkOTLQNhxgifdkx52t4E9CwxEDh6Py4M/zW+9DE6Y2Oo90wkk1M6dbay/LZFBLraAQ/pDPd1n+2SfjPa3JTI4YI5q0B9snKMURbH82SDJl6FwAvGxY0Kp/9wcn/X+e2iof6vz50STocVa3xywyDiBdDhBBie0hROIjxPawgkWQCfMUQ1ksKE/2LE+aCHJl4Gwi3xpn9uSZdBOIlle6+Pv6ssAzrA6OWKRcYAeWioJdYIenEA6HLEpcUBIgNSDQLRwGUufb9uTmyHsasj6VidbZHCg9c0OaBeVdE866Z5062VwwM7WCQu+E4iPE0ioE2RwQls4YcF3wubMCf3B6/FGpJZwwobdakjyZSCc0IHsIj5OsHw5QQYntIX2uW6Xm4y0DOtlkIsMIElo+JnSGgs0jNG1oz9kpGVEeAWcsGY4QQarIcmXgbDLh+wI0uEAq1OEDA4gPrZZ3+r1ByfE30niE/1vS2RwgB6c0B/qz8+2zRE+e+cIl8sV8dudsFF1wrplNST5MhBO6EAtmfg4gYQ6QQanWd8yvZl43B7rZXAA8XEC6XCCDE6IM3K73JHWFodsjuyWwQl6cAIRthqSfBkIO4JIod5gdoIMTiAdMvYNcMbk7gQZvG6vLfF3TrA6OYGE1o9/dEKfcMRm2QGkwwnzlBMIoNWQ5MtA2OV2dEIndtxgltY3W2VwXH9wwLhw4bK8/Bg0LHnWovulA+YIJ2wSHdEW0u0oYRSc0Ikl6bBXBqct+C2Z+DihPzgh/q6+u80RY0MSnwavrYTTxqcT1i2rIcmXgbAr1YQczA2f64jJ3QHEp0UfAnFAW2jdbXbGl6i/PyMtw/LyY2EZHNAejuiXDiOhTtCDE2SwGpJ8GQgndKCWTHycMLE6TQYnTO52yZDpzcSFq4E8VkP9/XZO9GqfsHOnrz7bg8eW+DtwHvGRVqcDMjhg3bIaknwZCCcsti1ZBkeQUKdN7i14YnW73GHLnxNIh50yqG3gBBKa4cmwxf0Kdb/frvg7iDwUJefKhq+thHQ7NhPYddLQCYutIwazE/TgsF2tXZOL1t1m17gAZ1idnER8nGB987v99sngrSPCdhNAVQ47oE287ISwACeQUKshyZeBaMmnHZ2w4EsZBLK8WWF3m63WlnQHkA4HEB8nWL6cIIPaBhke6ysu1JfBCUTYzvg7J2S418ZIO2HdshpNhnw99NBDDBo0iMzMTFq3bq3rO4qiMGXKFDp27EhGRgaDBw9m7dq1EdcEAgEmTpxIfn4+WVlZnHXWWWzfvj0lGWVw84HXLdj65oRYCpfLFZbDCZYOR5AOaX2L+N8WGVTS4baRfDmgLZwwLrSwK/5OSzydsG5ZjSZDvqqrqxkzZgzXXnut7u889thjPPXUU/z1r39l2bJlFBQUMGzYMEpLS8PXTJo0iVmzZvHee+/x9ddfU1ZWxujRowmFQknLmON1gKurBRMfJ+ghwt3mBNLhAEuHraTDSdY3J+jBAaTDVrejk8aFjX1SC7vcr1rYlSlAuh114P777+emm26iV69euq5XFIVnnnmGu+66i3PPPZdjjjmGmTNnUlFRwTvvvANAcXExr776Kk8++SRDhw6lb9++vPXWW6xevZp58+YlLWNLtnw5QQZtwdiW7m5zxCLjAD04gfg4oS2cIIM24N42GRxAfJxAhJ1A/LQWN7sIoNb9ajXscThbgC1btrBz506GDx8efs/n83HqqaeyaNEirr76alasWEEwGIy4pmPHjhxzzDEsWrSIESNGRL13IBAgEAiE/y4pKQFACSkEg0GTflFsaM34frffFhm0u9kMd0bKMqjfS/X7ub5ciqqKyPRk2qIH46frIAAAD5ZJREFUgLyMPAorC8lJy7FNhjb+NgDkenNtkyE/Mx+APF+ebTK0z2wPQLvMdrb1yYOzDwagY3ZH2/TQqVUnAA5rdZhtMhze+nAAOvrs00P3Nt0B6Nm2p20y9GzbE6/bS7+Cfrb1yXO6nsPUr6Zyfo/zbdPD6Z1PJ92T3ig9NBZHtT7KlucCuBRFUWx7egqYMWMGkyZNYv/+/XGvW7RoESeddBK//fYbHTt2DL9/1VVX8csvv/D555/zzjvvMH78+AgiBTB8+HC6dOnC3/72t6j3njJlCvfff3+D99955x0yM60/vqwoCk/98hR+t5/rDrvO8uerePN/b1IaKuXaQ661bScze+9stldtZ8LBE2yTYcn+JawvX8+lHS/F47K+oDTA+rL1rCpdxZiCMaS57Nlj/Vr1KytKVjAqfxTpbnviSvYF97GiZAWn5J2Cz+2zRYaKUAWrSlfRv1V/22QI1gZZX76e7lndbWsLRVHYUrmFQ/2H4nV7bZEBYE/1Htp429g2NgHKQ+VkujNtdfmV1ZSR6cm01fpTXFOM3+23bVwAbCraxC3jb6G4uJhWrVpZ9lxbLV+xSIwWy5YtY8CAASk/o37nVhQlYYdPdM2dd97JzTffHP67pKSEQw89lNNOO422bdumLGtjcCZn2vJcLUYxqtH3CAaDzJ07l2HDhuH1Jj9BGyFDY+EEGYYFhzVKj80Jf+APjfp+Y/skwPmc3ygZjMDZnG23CIboUkLq0UgUFhZyC7dY/lxbydf111/PhRdeGPeazp07p3TvgoICAHbu3EmHDh3C7+/evZv27duHr6murqaoqIi8vLyIawYNGhTz3j6fD5+vIVP3er1yIBgEqUtjIPVoHKQujYPUpTGQemw87NKfreQrPz+f/Px8U+7dpUsXCgoKmDt3Ln379gXEickvv/ySRx99FID+/fvj9XqZO3cuY8eOBWDHjh2sWbOGxx57zBS5JCQkJCQkJFo2mkzA/bZt29i3bx/btm0jFAqxatUqAI488kiys8UJnu7du/Pwww9zzjnn4HK5mDRpElOnTuWoo47iqKOOYurUqWRmZnLxxRcDkJubyxVXXMEtt9xC27ZtadOmDZMnT6ZXr14MHTrUrp8qISEhISEh0YzRZMjXvffey8yZM8N/q9asBQsWMHjwYAA2bNhAcXFx+JrbbruNyspK/vSnP1FUVMQJJ5zAF198QU5O3THbp59+mrS0NMaOHUtlZSWnn346M2bMwOOxLxhTQkJCQkJCovmiyZCvGTNmMGPGjLjX1D+46XK5mDJlClOmTIn5Hb/fz7Rp05g2bZoBUkpISEhISEhIxEeTSbIqISEhISEhIdEcIMmXhISEhISEhISFkORLQkJCQkJCQsJCSPIlISEhISEhIWEhJPmSkJCQkJCQkLAQknxJSEhISEhISFgISb4kJCQkJCQkJCyEJF8SEhISEhISEhZCki8JCQkJCQkJCQvRZDLcOxlqZv3S0lJZYb6RCAaDVFRUUFJSInXZCEg9GgepS+MgdWkMpB6NQ2lpKdCwQo7ZkOTLABQWFgLQpUsXmyWRkJCQkJCQSBaFhYXk5uZa9jxJvgxAmzZtANi2bZuljdccUVJSwqGHHsqvv/5Kq1at7BanyULq0ThIXRoHqUtjIPVoHIqLiznssMPC67hVkOTLALjdInQuNzdXDgSD0KpVK6lLAyD1aBykLo2D1KUxkHo0Duo6btnzLH2ahISEhISEhEQLhyRfEhISEhISEhIWQpIvA+Dz+bjvvvvw+Xx2i9LkIXVpDKQejYPUpXGQujQGUo/GwS5duhSrz1dKSEhISEhISLRgSMuXhISEhISEhISFkORLQkJCQkJCQsJCSPIlISEhISEhIWEhJPmSkJCQkJCQkLAQknwBL7zwAl26dMHv99O/f3+++uqruNd/+eWX9O/fH7/fz+GHH85LL73U4JoPPviAnj174vP56NmzJ7NmzWr0c5sC7NDllClTcLlcEf8KCgoM/V1Ww2g9rl27lvPOO4/OnTvjcrl45plnDHluU4AdumyOfRKM1+X06dM5+eSTycvLIy8vj6FDh/Ltt982+rlOhx16lH1SIJEuP/zwQwYMGEDr1q3JysqiT58+vPnmm41+bgMoLRzvvfee4vV6lenTpyvr1q1TbrzxRiUrK0v55Zdfol6/efNmJTMzU7nxxhuVdevWKdOnT1e8Xq/yz3/+M3zNokWLFI/Ho0ydOlVZv369MnXqVCUtLU1ZsmRJys9tCrBLl/fdd59y9NFHKzt27Aj/2717t+m/1yyYocdvv/1WmTx5svLuu+8qBQUFytNPP93o5zYF2KXL5tYnFcUcXV588cXK888/r6xcuVJZv369Mn78eCU3N1fZvn17ys91OuzSo+yT+nS5YMEC5cMPP1TWrVun/Pzzz8ozzzyjeDweZc6cOSk/NxpaPPk6/vjjlWuuuSbive7duyt33HFH1Otvu+02pXv37hHvXX311cqJJ54Y/nvs2LHKyJEjI64ZMWKEcuGFF6b83KYAu3R53333Kccee2wjpXcOzNCjFp06dYpKGGSfNE6Xza1PKor5ulQURampqVFycnKUmTNnpvxcp8MuPco+mZouFUVR+vbtq9x9990pPzcaWrTbsbq6mhUrVjB8+PCI94cPH86iRYuifmfx4sUNrh8xYgTLly8nGAzGvUa9ZyrPdTrs0qWKjRs30rFjR7p06cKFF17I5s2bG/uTbIFZejTjuU6HXbpU0Vz6JFiny4qKCoLBYLjIcXPrl3bpUYXsk8npUlEU5s+fz4YNGzjllFNSfm40tGjytXfvXkKhEO3bt494v3379uzcuTPqd3bu3Bn1+pqaGvbu3Rv3GvWeqTzX6bBLlwAnnHACb7zxBp9//jnTp09n586dDBo0iMLCQiN+mqUwS49mPNfpsEuX0Lz6JFinyzvuuIODDz6YoUOHpvxcJ8MuPYLsk6Bfl8XFxWRnZ5Oens6ZZ57JtGnTGDZsWMrPjYY03Vc2Y7hcroi/FUVp8F6i6+u/r+eeyT63KcAOXZ5xxhnh17169WLgwIEcccQRzJw5k5tvvjn5H+EAmKFHM57bFGCHLptjnwRzdfnYY4/x7rvvsnDhQvx+f6Oe63TYoUfZJ2NfX//9nJwcVq1aRVlZGfPnz+fmm2/m8MMPZ/DgwSk/tz5aNPnKz8/H4/E0YKu7d+9uwGpVFBQURL0+LS2Ntm3bxr1GvWcqz3U67NJlNGRlZdGrVy82btyYyk+xFWbp0YznOh126TIamnKfBPN1+cQTTzB16lTmzZtH7969G/VcJ8MuPUaD7JN119fXpdvt5sgjjwSgT58+rF+/nocffpjBgwcb1idbtNsxPT2d/v37M3fu3Ij3586dy6BBg6J+Z+DAgQ2u/+KLLxgwYABerzfuNeo9U3mu02GXLqMhEAiwfv16OnTokMpPsRVm6dGM5zoddukyGppynwRzdfn444/z4IMPMmfOHAYMGNDo5zoZdukxGmSfFNAzvhVFIRAIpPzcWDdt0VCPjL766qvKunXrlEmTJilZWVnK1q1bFUVRlDvuuEMZN25c+Hr1qOpNN92krFu3Tnn11VcbHFX95ptvFI/HozzyyCPK+vXrlUceeSRmqolYz22KsEuXt9xyi7Jw4UJl8+bNypIlS5TRo0crOTk5TVaXZugxEAgoK1euVFauXKl06NBBmTx5srJy5Upl48aNup/bFGGXLptbn1QUc3T56KOPKunp6co///nPiBQIpaWlup/b1GCXHmWf1KfLqVOnKl988YWyadMmZf369cqTTz6ppKWlKdOnT9f9XD1o8eRLURTl+eefVzp16qSkp6cr/fr1U7788svwZ3/84x+VU089NeL6hQsXKn379lXS09OVzp07Ky+++GKDe77//vtKt27dFK/Xq3Tv3l354IMPknpuU4UdurzggguUDh06KF6vV+nYsaNy7rnnKmvXrjXl91kFo/W4ZcsWBWjwr/59ZJ80RpfNsU8qivG67NSpU1Rd3nfffbqf2xRhhx5lnxRIpMu77rpLOfLIIxW/36/k5eUpAwcOVN57772knqsHLkU5EG0mISEhISEhISFhOlp0zJeEhISEhISEhNWQ5EtCQkJCQkJCwkJI8iUhISEhISEhYSEk+ZKQkJCQkJCQsBCSfElISEhISEhIWAhJviQkJCQkJCQkLIQkXxISEhISEhISFkKSLwkJCQkJCQkJCyHJl4SERIvFwoULcblc7N+/325RJCQkWhBkhnsJCYkWg8GDB9OnTx+eeeYZAKqrq9m3bx/t27fH5XLZK5yEhESLQZrdAkhISEjYhfT0dAoKCuwWQ0JCooVBuh0lJCRaBC677DK+/PJLnn32WVwuFy6XixkzZkS4HWfMmEHr1q355JNP6NatG5mZmZx//vmUl5czc+ZMOnfuTF5eHhMnTiQUCoXvXV1dzW233cbBBx9MVlYWJ5xwAgsXLrTnh0pISDge0vIlISHRIvDss8/y008/ccwxx/DAAw8AsHbt2gbXVVRU8Nxzz/Hee+9RWlrKueeey7nnnkvr1q2ZPXs2mzdv5rzzzuN3v/sdF1xwAQDjx49n69atvPfee3Ts2JFZs2YxcuRIVq9ezVFHHWXp75SQkHA+JPmSkJBoEcjNzSU9PZ3MzMywq/HHH39scF0wGOTFF1/kiCOOAOD888/nzTffZNeuXWRnZ9OzZ09OO+00FixYwAUXXMCmTZt499132b59Ox07dgRg8uTJzJkzh9dff52pU6da9yMlJCSaBCT5kpCQkNAgMzMzTLwA2rdvT+fOncnOzo54b/fu3QB89913KIpC165dI+4TCARo27atNUJLSEg0KUjyJSEhIaGB1+uN+NvlckV9r7a2FoDa2lo8Hg8rVqzA4/FEXKclbBISEhIqJPmSkJBoMUhPT48IlDcCffv2JRQKsXv3bk4++WRD7y0hIdE8IU87SkhItBh07tyZpUuXsnXrVvbu3Ru2XjUGXbt25ZJLLuHSSy/lww8/ZMuWLSxbtoxHH32U2bNnGyC1hIREc4MkXxISEi0GkydPxuPx0LNnTw466CC2bdtmyH1ff/11Lr30Um655Ra6devGWWedxdKlSzn00EMNub+EhETzgsxwLyEhISEhISFhIaTlS0JCQkJCQkLCQkjyJSEhISEhISFhIST5kpCQkJCQkJCwEJJ8SUhISEhISEhYCEm+JCQkJCQkJCQshCRfEhISEhISEhIWQpIvCQkJCQkJCQkLIcmXhISEhISEhISFkORLQkJCQkJCQsJCSPIlISEhISEhIWEhJPmSkJCQkJCQkLAQ/w++z3dBeNrcYQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting\n",
    "plt.plot(t, xc, 'g')\n",
    "plt.plot(t, xalpha, 'r')\n",
    "plt.plot(t, xbeta, 'b')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('voltage')\n",
    "plt.xlim(0, 30e-3)\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "49eb765b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-04-11T05:59:53.640534Z",
     "iopub.status.busy": "2023-04-11T05:59:53.640049Z",
     "iopub.status.idle": "2023-04-11T05:59:53.912293Z",
     "shell.execute_reply": "2023-04-11T05:59:53.910900Z"
    },
    "id": "A8DlRUqVxPzS",
    "outputId": "f93b053f-f5ff-49be-87c0-827729309727",
    "papermill": {
     "duration": 0.289457,
     "end_time": "2023-04-11T05:59:53.915001",
     "exception": false,
     "start_time": "2023-04-11T05:59:53.625544",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(2,1,1)\n",
    "plt.plot(t, x_pwma, 'r')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWM_Aplha')\n",
    "plt.grid()\n",
    "\n",
    "plt.subplot(2,1,2)\n",
    "plt.plot(t, x_pwmb, 'b')\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('PWM_Beta')\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.12"
  },
  "papermill": {
   "default_parameters": {},
   "duration": 16.747033,
   "end_time": "2023-04-11T05:59:54.753175",
   "environment_variables": {},
   "exception": null,
   "input_path": "__notebook__.ipynb",
   "output_path": "__notebook__.ipynb",
   "parameters": {},
   "start_time": "2023-04-11T05:59:38.006142",
   "version": "2.4.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
